1
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Bringloe TT, Bourret A, Cote D, Marie-Julie R, Herbig J, Robert D, Geoffroy M, Parent GJ. Genomic architecture and population structure of Boreogadus saida from Canadian waters. Sci Rep 2024; 14:19331. [PMID: 39164428 PMCID: PMC11336163 DOI: 10.1038/s41598-024-69782-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Accepted: 08/08/2024] [Indexed: 08/22/2024] Open
Abstract
The polar cod, Boreogadus saida, is an abundant and ubiquitous forage fish and a crucial link in Arctic marine trophic dynamics. Our objective was to unravel layers of genomic structure in B. saida from Canadian waters, specifically screening for potential hybridization with the Arctic cod, Arctogadus glacialis, large chromosomal inversions, and sex-linked regions, prior to interpreting population structure. Our analysis of 53,384 SNPs in 522 individuals revealed hybridization and introgression between A. glacialis and B. saida. Subsequent population level analyses of B. saida using 12,305 SNPs in 511 individuals revealed three large (ca. 7.4-16.1 Mbp) chromosomal inversions, and a 2 Mbp region featuring sex-linked loci. We showcase population structuring across the Western and Eastern North American Arctic, and subarctic regions ranging from the Hudson Bay to the Canadian Atlantic maritime provinces. Genomic signal for the inferred population structure was highly aggregated into a handful of SNPs (13.8%), pointing to potentially important adaptive evolution across the Canadian range. Our study provides a high-resolution perspective on the genomic structure of B. saida, providing a foundation for work that could be expanded to the entire circumpolar range for the species.
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Affiliation(s)
- Trevor T Bringloe
- Fisheries and Oceans Canada, Maurice Lamontagne Institute, Mont-Joli, QC, G5H 3Z4, Canada.
| | - Audrey Bourret
- Fisheries and Oceans Canada, Maurice Lamontagne Institute, Mont-Joli, QC, G5H 3Z4, Canada
| | - David Cote
- Fisheries and Oceans Canada, Northwest Atlantic Fisheries Centre, St. John's, NL, A0G 2M0, Canada
| | - Roux Marie-Julie
- Fisheries and Oceans Canada, Maurice Lamontagne Institute, Mont-Joli, QC, G5H 3Z4, Canada
| | - Jennifer Herbig
- Centre for Fisheries Ecosystems Research, Fisheries and Marine Institute of Memorial, University of Newfoundland, St. John's, A1C 5R3, Canada
| | - Dominique Robert
- Institut Des Sciences de La Mer, Université du Québec à Rimouski, Rimouski, QC, G5L 3A1, Canada
| | - Maxime Geoffroy
- Centre for Fisheries Ecosystems Research, Fisheries and Marine Institute of Memorial, University of Newfoundland, St. John's, A1C 5R3, Canada
- Department of Arctic and Marine Biology, UiT The Arctic University of Norway, 9036, Tromsø, Norway
| | - Geneviève J Parent
- Fisheries and Oceans Canada, Maurice Lamontagne Institute, Mont-Joli, QC, G5H 3Z4, Canada.
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2
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Jentoft S, Tørresen OK, Tooming-Klunderud A, Skage M, Kollias S, Jakobsen KS. The genome sequence of the Atlantic cod, Gadus morhua (Linnaeus, 1758). Wellcome Open Res 2024; 9:189. [PMID: 39224768 PMCID: PMC11367075 DOI: 10.12688/wellcomeopenres.21122.1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/23/2024] [Indexed: 09/04/2024] Open
Abstract
We present a genome assembly from an individual male Gadus morhua (the Atlantic cod; Chordata; Actinopteri; Gadiformes; Gadidae). The genome sequence is 669.9 megabases in span. Most of the assembly is scaffolded into 23 chromosomal pseudomolecules. Gene annotation of this assembly on Ensembl identified 23,515 protein coding genes.
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Affiliation(s)
- Sissel Jentoft
- Centre for Ecological and Evolutionary Synthesis, Department of Biosciences, University of Oslo, Oslo, Norway
| | - Ole K. Tørresen
- Centre for Ecological and Evolutionary Synthesis, Department of Biosciences, University of Oslo, Oslo, Norway
| | - Ave Tooming-Klunderud
- Norwegian Sequencing Centre, Department of Biosciences, University of Oslo, Oslo, Norway
| | - Morten Skage
- Norwegian Sequencing Centre, Department of Biosciences, University of Oslo, Oslo, Norway
| | - Spyridon Kollias
- Norwegian Sequencing Centre, Department of Biosciences, University of Oslo, Oslo, Norway
| | - Kjetill S. Jakobsen
- Centre for Ecological and Evolutionary Synthesis, Department of Biosciences, University of Oslo, Oslo, Norway
| | | | | | | | - Tree of Life Core Informatics collective
- Centre for Ecological and Evolutionary Synthesis, Department of Biosciences, University of Oslo, Oslo, Norway
- Norwegian Sequencing Centre, Department of Biosciences, University of Oslo, Oslo, Norway
| | - Darwin Tree of Life Consortium
- Centre for Ecological and Evolutionary Synthesis, Department of Biosciences, University of Oslo, Oslo, Norway
- Norwegian Sequencing Centre, Department of Biosciences, University of Oslo, Oslo, Norway
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3
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Andersson L, Bekkevold D, Berg F, Farrell ED, Felkel S, Ferreira MS, Fuentes-Pardo AP, Goodall J, Pettersson M. How Fish Population Genomics Can Promote Sustainable Fisheries: A Road Map. Annu Rev Anim Biosci 2024; 12:1-20. [PMID: 37906837 DOI: 10.1146/annurev-animal-021122-102933] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2023]
Abstract
Maintenance of genetic diversity in marine fishes targeted by commercial fishing is a grand challenge for the future. Most of these species are abundant and therefore important for marine ecosystems and food security. Here, we present a road map of how population genomics can promote sustainable fisheries. In these species, the development of reference genomes and whole genome sequencing is key, because genetic differentiation at neutral loci is usually low due to large population sizes and gene flow. First, baseline allele frequencies representing genetically differentiated populations within species must be established. These can then be used to accurately determine the composition of mixed samples, forming the basis for population demographic analysis to inform sustainably set fish quotas. SNP-chip analysis is a cost-effective method for determining baseline allele frequencies and for population identification in mixed samples. Finally, we describe how genetic marker analysis can transform stock identification and management.
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Affiliation(s)
- Leif Andersson
- Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden;
- Department of Veterinary Integrative Biosciences, Texas A&M University, College Station, Texas, USA
| | - Dorte Bekkevold
- National Institute of Aquatic Resources, Technical University of Denmark, Silkeborg, Denmark
| | | | - Edward D Farrell
- Killybegs Fishermen's Organisation, Killybegs, County Donegal, Ireland
| | - Sabine Felkel
- Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden;
| | - Mafalda S Ferreira
- Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden;
| | - Angela P Fuentes-Pardo
- Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden;
| | - Jake Goodall
- Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden;
| | - Mats Pettersson
- Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden;
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4
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Ali HAA, Coulson T, Clegg SM, Quilodrán CS. The effect of divergent and parallel selection on the genomic landscape of divergence. Mol Ecol 2024; 33:e17225. [PMID: 38063473 DOI: 10.1111/mec.17225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 10/25/2023] [Accepted: 11/16/2023] [Indexed: 01/25/2024]
Abstract
While the role of selection in divergence along the speciation continuum is theoretically well understood, defining specific signatures of selection in the genomic landscape of divergence is empirically challenging. Modelling approaches can provide insight into the potential role of selection on the emergence of a heterogenous genomic landscape of divergence. Here, we extend and apply an individual-based approach that simulates the phenotypic and genotypic distributions of two populations under a variety of selection regimes, genotype-phenotype maps, modes of migration, and genotype-environment interactions. We show that genomic islands of high differentiation and genomic valleys of similarity may respectively form under divergent and parallel selection between populations. For both types of between-population selection, negative and positive frequency-dependent selection within populations generated genomic islands of higher magnitude and genomic valleys of similarity, respectively. Divergence rates decreased under strong dominance with divergent selection, as well as in models including genotype-environment interactions under parallel selection. For both divergent and parallel selection models, divergence rate was higher under an intermittent migration regime between populations, in contrast to a constant level of migration across generations, despite an equal number of total migrants. We highlight that interpreting a particular evolutionary history from an observed genomic pattern must be done cautiously, as similar patterns may be obtained from different combinations of evolutionary processes. Modelling approaches such as ours provide an opportunity to narrow the potential routes that generate the genomic patterns of specific evolutionary histories.
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Affiliation(s)
- Hisham A A Ali
- Department of Biology, Edward Grey Institute of Field Ornithology, University of Oxford, Oxford, UK
| | - Tim Coulson
- Department of Biology, Edward Grey Institute of Field Ornithology, University of Oxford, Oxford, UK
| | - Sonya M Clegg
- Department of Biology, Edward Grey Institute of Field Ornithology, University of Oxford, Oxford, UK
| | - Claudio S Quilodrán
- Department of Biology, Edward Grey Institute of Field Ornithology, University of Oxford, Oxford, UK
- Department of Genetics and Evolution, University of Geneva, Geneva, Switzerland
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5
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Saco A, Rey-Campos M, Gallardo-Escárate C, Gerdol M, Novoa B, Figueras A. Gene presence/absence variation in Mytilus galloprovincialis and its implications in gene expression and adaptation. iScience 2023; 26:107827. [PMID: 37744033 PMCID: PMC10514466 DOI: 10.1016/j.isci.2023.107827] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 07/12/2023] [Accepted: 09/01/2023] [Indexed: 09/26/2023] Open
Abstract
Presence/absence variation (PAV) is a well-known phenomenon in prokaryotes that was described for the first time in bivalves in 2020 in Mytilus galloprovincialis. The objective of the present study was to further our understanding of the PAV phenomenon in mussel biology. The distribution of PAV was studied in a mussel chromosome-level genome assembly, revealing a widespread distribution but with hotspots of dispensability. Special attention was given to the effect of PAV in gene expression, since dispensable genes were found to be inherently subject to distortions due to their sparse distribution among individuals. Furthermore, the high expression and strong tissue specificity of some dispensable genes, such as myticins, strongly supported their biological relevance. The significant differences in the repertoire of dispensable genes associated with two geographically distinct populations suggest that PAV is involved in local adaptation. Overall, the PAV phenomenon would provide a key selective advantage at the population level.
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Affiliation(s)
- Amaro Saco
- Institute of Marine Research, Spanish National Research Council, Vigo, Spain
| | - Magalí Rey-Campos
- Institute of Marine Research, Spanish National Research Council, Vigo, Spain
| | | | - Marco Gerdol
- Department of Life Sciences, University of Trieste, Trieste, Italy
| | - Beatriz Novoa
- Institute of Marine Research, Spanish National Research Council, Vigo, Spain
| | - Antonio Figueras
- Institute of Marine Research, Spanish National Research Council, Vigo, Spain
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6
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Teng W, Fu H, Li Z, Zhang Q, Xu C, Yu H, Kong L, Liu S, Li Q. Parallel evolution in Crassostrea oysters along the latitudinal gradient is associated with variation in multiple genes involved in adipogenesis. Mol Ecol 2023; 32:5276-5287. [PMID: 37606178 DOI: 10.1111/mec.17108] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Revised: 08/05/2023] [Accepted: 08/10/2023] [Indexed: 08/23/2023]
Abstract
Parallel diversification provides a proper framework for studying the role of natural selection in evolution. Yet, empirical studies from ecological 'non-model' species of invertebrates are limited at the whole genome level. Here, we presented a chromosome-scale genome assembly for Crassostrea angulata and investigated the parallel genomic evolution in oysters. Specifically, we used population genomics approaches to compare two southern-northern oyster species pairs (C. angulata-C. gigas and southern-northern C. ariakensis) along the coast of China. The estimated divergence time of C. angulata and C. gigas is earlier than that of southern and northern C. ariakensis, which aligns with the overall elevated genome-wide divergence. However, the southern-northern C. ariakensis FST profile represented more extremely divergent "islands". Combined with recent reciprocal hybridization studies, we proposed that they are currently at an early stage of speciation. These two southern-northern oyster species pairs exhibited significant repeatability in patterns of genome-wide differentiation, especially in genomic regions with extremely high and low divergence. This suggested that divergent and purifying selection has contributed to the genomic parallelism between southern and northern latitudes. Top differentiated genomic regions shared in these two oyster species pairs contained candidate genes enriched for functions in energy metabolism, especially adipogenesis, which are closely related to reproductive behaviours. These genes might be good candidates for further investigation in vivo. In conclusion, our results suggest that similar divergent selection and shared genomic features could predictably transform standing genetic variation within one species pair into differences in another.
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Affiliation(s)
- Wen Teng
- Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, China
| | - Huiru Fu
- Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, China
| | - Zhuanzhuan Li
- Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, China
| | - Qian Zhang
- Public Technology Service Center, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, China
| | - Chengxun Xu
- Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, China
| | - Hong Yu
- Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, China
| | - Lingfeng Kong
- Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, China
| | - Shikai Liu
- Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, China
| | - Qi Li
- Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, China
- Laboratory for Marine Fisheries Science and Food Production Processes, Qingdao National Laboratory for Marine Science and Technology, Qingdao, China
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7
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Wessinger CA, Katzer AM, Hime PM, Rausher MD, Kelly JK, Hileman LC. A few essential genetic loci distinguish Penstemon species with flowers adapted to pollination by bees or hummingbirds. PLoS Biol 2023; 21:e3002294. [PMID: 37769035 PMCID: PMC10538765 DOI: 10.1371/journal.pbio.3002294] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Accepted: 08/11/2023] [Indexed: 09/30/2023] Open
Abstract
In the formation of species, adaptation by natural selection generates distinct combinations of traits that function well together. The maintenance of adaptive trait combinations in the face of gene flow depends on the strength and nature of selection acting on the underlying genetic loci. Floral pollination syndromes exemplify the evolution of trait combinations adaptive for particular pollinators. The North American wildflower genus Penstemon displays remarkable floral syndrome convergence, with at least 20 separate lineages that have evolved from ancestral bee pollination syndrome (wide blue-purple flowers that present a landing platform for bees and small amounts of nectar) to hummingbird pollination syndrome (bright red narrowly tubular flowers offering copious nectar). Related taxa that differ in floral syndrome offer an attractive opportunity to examine the genomic basis of complex trait divergence. In this study, we characterized genomic divergence among 229 individuals from a Penstemon species complex that includes both bee and hummingbird floral syndromes. Field plants are easily classified into species based on phenotypic differences and hybrids displaying intermediate floral syndromes are rare. Despite unambiguous phenotypic differences, genome-wide differentiation between species is minimal. Hummingbird-adapted populations are more genetically similar to nearby bee-adapted populations than to geographically distant hummingbird-adapted populations, in terms of genome-wide dXY. However, a small number of genetic loci are strongly differentiated between species. These approximately 20 "species-diagnostic loci," which appear to have nearly fixed differences between pollination syndromes, are sprinkled throughout the genome in high recombination regions. Several map closely to previously established floral trait quantitative trait loci (QTLs). The striking difference between the diagnostic loci and the genome as whole suggests strong selection to maintain distinct combinations of traits, but with sufficient gene flow to homogenize the genomic background. A surprisingly small number of alleles confer phenotypic differences that form the basis of species identity in this species complex.
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Affiliation(s)
- Carolyn A. Wessinger
- Department of Biological Sciences, University of South Carolina, Columbia, South Carolina, United States of America
| | - Amanda M. Katzer
- Department of Ecology and Evolutionary Biology, University of Kansas, Lawrence, Kansas, United States of America
| | - Paul M. Hime
- Biodiversity Institute and Natural History Museum, University of Kansas, Lawrence, Kansas, United States of America
| | - Mark D. Rausher
- Department of Biology, Duke University, Durham, North Carolina, United States of America
| | - John K. Kelly
- Department of Ecology and Evolutionary Biology, University of Kansas, Lawrence, Kansas, United States of America
| | - Lena C. Hileman
- Department of Ecology and Evolutionary Biology, University of Kansas, Lawrence, Kansas, United States of America
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8
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Helmerson C, Weist P, Brieuc MSO, Maurstad MF, Schade FM, Dierking J, Petereit C, Knutsen H, Metcalfe J, Righton D, André C, Krumme U, Jentoft S, Hanel R. Evidence of hybridization between genetically distinct Baltic cod stocks during peak population abundance(s). Evol Appl 2023; 16:1359-1376. [PMID: 37492148 PMCID: PMC10363836 DOI: 10.1111/eva.13575] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 06/06/2023] [Accepted: 06/14/2023] [Indexed: 07/27/2023] Open
Abstract
Range expansions can lead to increased contact of divergent populations, thus increasing the potential of hybridization events. Whether viable hybrids are produced will most likely depend on the level of genomic divergence and associated genomic incompatibilities between the different entities as well as environmental conditions. By taking advantage of historical Baltic cod (Gadus morhua) otolith samples combined with genotyping and whole genome sequencing, we here investigate the genetic impact of the increased spawning stock biomass of the eastern Baltic cod stock in the mid 1980s. The eastern Baltic cod is genetically highly differentiated from the adjacent western Baltic cod and locally adapted to the brackish environmental conditions in the deeper Eastern basins of the Baltic Sea unsuitable for its marine counterparts. Our genotyping results show an increased proportion of eastern Baltic cod in western Baltic areas (Mecklenburg Bay and Arkona Basin)-indicative of a range expansion westwards-during the peak population abundance in the 1980s. Additionally, we detect high frequencies of potential hybrids (including F1, F2 and backcrosses), verified by whole genome sequencing data for a subset of individuals. Analysis of mitochondrial genomes further indicates directional gene flow from eastern Baltic cod males to western Baltic cod females. Our findings unravel that increased overlap in distribution can promote hybridization between highly divergent populations and that the hybrids can be viable and survive under specific and favourable environmental conditions. However, the observed hybridization had seemingly no long-lasting impact on the continuous separation and genetic differentiation between the unique Baltic cod stocks.
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Affiliation(s)
- Cecilia Helmerson
- Centre for Ecological and Evolutionary SynthesisDepartment of BiosciencesUniversity of OsloOsloNorway
| | - Peggy Weist
- Thünen Institute of Fisheries EcologyBremerhavenGermany
| | - Marine Servane Ono Brieuc
- Centre for Ecological and Evolutionary SynthesisDepartment of BiosciencesUniversity of OsloOsloNorway
- Institute of Marine ResearchBergenNorway
| | - Marius F. Maurstad
- Centre for Ecological and Evolutionary SynthesisDepartment of BiosciencesUniversity of OsloOsloNorway
| | | | - Jan Dierking
- GEOMAR Helmholtz Centre for Ocean Research KielGermany
| | | | - Halvor Knutsen
- Institute of Marine ResearchBergenNorway
- Centre for Coastal ResearchUniversity of AgderKristiansandNorway
| | - Julian Metcalfe
- Centre for Environment Fisheries and Aquaculture ScienceLowestoftUK
| | - David Righton
- Centre for Environment Fisheries and Aquaculture ScienceLowestoftUK
| | - Carl André
- Department of Marine Sciences – TjärnöUniversity of GothenburgStrömstadSweden
| | - Uwe Krumme
- Thünen Institute of Baltic Sea FisheriesRostockGermany
| | - Sissel Jentoft
- Centre for Ecological and Evolutionary SynthesisDepartment of BiosciencesUniversity of OsloOsloNorway
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9
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Comaills V, Castellano-Pozo M. Chromosomal Instability in Genome Evolution: From Cancer to Macroevolution. BIOLOGY 2023; 12:671. [PMID: 37237485 PMCID: PMC10215859 DOI: 10.3390/biology12050671] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Revised: 04/21/2023] [Accepted: 04/25/2023] [Indexed: 05/28/2023]
Abstract
The integrity of the genome is crucial for the survival of all living organisms. However, genomes need to adapt to survive certain pressures, and for this purpose use several mechanisms to diversify. Chromosomal instability (CIN) is one of the main mechanisms leading to the creation of genomic heterogeneity by altering the number of chromosomes and changing their structures. In this review, we will discuss the different chromosomal patterns and changes observed in speciation, in evolutional biology as well as during tumor progression. By nature, the human genome shows an induction of diversity during gametogenesis but as well during tumorigenesis that can conclude in drastic changes such as the whole genome doubling to more discrete changes as the complex chromosomal rearrangement chromothripsis. More importantly, changes observed during speciation are strikingly similar to the genomic evolution observed during tumor progression and resistance to therapy. The different origins of CIN will be treated as the importance of double-strand breaks (DSBs) or the consequences of micronuclei. We will also explain the mechanisms behind the controlled DSBs, and recombination of homologous chromosomes observed during meiosis, to explain how errors lead to similar patterns observed during tumorigenesis. Then, we will also list several diseases associated with CIN, resulting in fertility issues, miscarriage, rare genetic diseases, and cancer. Understanding better chromosomal instability as a whole is primordial for the understanding of mechanisms leading to tumor progression.
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Affiliation(s)
- Valentine Comaills
- Andalusian Center for Molecular Biology and Regenerative Medicine—CABIMER, University of Pablo de Olavide—University of Seville—CSIC, Junta de Andalucía, 41092 Seville, Spain
| | - Maikel Castellano-Pozo
- Andalusian Center for Molecular Biology and Regenerative Medicine—CABIMER, University of Pablo de Olavide—University of Seville—CSIC, Junta de Andalucía, 41092 Seville, Spain
- Genetic Department, Faculty of Biology, University of Seville, 41080 Seville, Spain
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10
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Vendrami DLJ, Hoffman JI, Wilding CS. Heterogeneous Genomic Divergence Landscape in Two Commercially Important European Scallop Species. Genes (Basel) 2022; 14:14. [PMID: 36672754 PMCID: PMC9858869 DOI: 10.3390/genes14010014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 12/15/2022] [Accepted: 12/19/2022] [Indexed: 12/24/2022] Open
Abstract
Two commercially important scallop species of the genus Pecten are found in Europe: the north Atlantic Pecten maximus and the Mediterranean Pecten jacobaeus whose distributions abut at the Almeria-Orán front. Whilst previous studies have quantified genetic divergence between these species, the pattern of differentiation along the Pecten genome is unknown. Here, we mapped RADseq data from 235 P. maximus and 27 P. jacobaeus to a chromosome-level reference genome, finding a heterogeneous landscape of genomic differentiation. Highly divergent genomic regions were identified across 14 chromosomes, while the remaining five showed little differentiation. Demographic and comparative genomics analyses suggest that this pattern resulted from an initial extended period of isolation, which promoted divergence, followed by differential gene flow across the genome during secondary contact. Single nucleotide polymorphisms present within highly divergent genomic regions were located in areas of low recombination and contrasting patterns of LD decay were found between the two species, hinting at the presence of chromosomal inversions in P. jacobaeus. Functional annotations revealed that highly differentiated regions were enriched for immune-related processes and mRNA modification. While future work is necessary to characterize structural differences, this study provides new insights into the speciation genomics of P. maximus and P. jacobaeus.
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Affiliation(s)
- David L. J. Vendrami
- Department of Animal Behaviour, University of Bielefeld, Postfach 100131, 33615 Bielefeld, Germany
| | - Joseph I. Hoffman
- Department of Animal Behaviour, University of Bielefeld, Postfach 100131, 33615 Bielefeld, Germany
- British Antarctic Survey, High Cross, Madingley Road, Cambridge CB3 OET, UK
| | - Craig S. Wilding
- School of Biological and Environmental Sciences, Liverpool John Moores University, Byrom Street, Liverpool L3 3AF, UK
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11
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Spies I, Tarpey C, Kristiansen T, Fisher M, Rohan S, Hauser L. Genomic differentiation in Pacific cod using Pool-Seq. Evol Appl 2022; 15:1907-1924. [PMID: 36426128 PMCID: PMC9679252 DOI: 10.1111/eva.13488] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 09/05/2022] [Accepted: 09/21/2022] [Indexed: 11/28/2022] Open
Abstract
Patterns of genetic differentiation across the genome can provide insight into selective forces driving adaptation. We used pooled whole genome sequencing, gene annotation, and environmental covariates to evaluate patterns of genomic differentiation and to investigate mechanisms responsible for divergence among proximate Pacific cod (Gadus macrocephalus) populations from the Bering Sea and Aleutian Islands and more distant Washington Coast cod. Samples were taken from eight spawning locations, three of which were replicated to estimate consistency in allele frequency estimation. A kernel smoothing moving weighted average of relative divergence (F ST) identified 11 genomic islands of differentiation between the Aleutian Islands and Bering Sea samples. In some islands of differentiation, there was also elevated absolute divergence (d XY) and evidence for selection, despite proximity and potential for gene flow. Similar levels of absolute divergence (d XY) but roughly double the relative divergence (F ST) were observed between the distant Bering Sea and Washington Coast samples. Islands of differentiation were much smaller than the four large inversions among Atlantic cod ecotypes. Islands of differentiation between the Bering Sea and Aleutian Island were associated with SNPs from five vision system genes, which can be associated with feeding, predator avoidance, orientation, and socialization. We hypothesize that islands of differentiation between Pacific cod from the Bering Sea and Aleutian Islands provide evidence for adaptive differentiation despite gene flow in this commercially important marine species.
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Affiliation(s)
- Ingrid Spies
- Resource Ecology and Fisheries Management DivisionAlaska Fisheries Science CenterSeattleWashingtonUSA
| | - Carolyn Tarpey
- School of Aquatic and Fishery SciencesUniversity of WashingtonSeattleWashingtonUSA
| | | | - Mary Fisher
- School of Aquatic and Fishery SciencesUniversity of WashingtonSeattleWashingtonUSA
| | - Sean Rohan
- Resource Assessment and Conservation Engineering DivisionAlaska Fisheries Science CenterSeattleWashingtonUSA
| | - Lorenz Hauser
- Resource Ecology and Fisheries Management DivisionAlaska Fisheries Science CenterSeattleWashingtonUSA
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12
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Martínez-García L, Ferrari G, Cuevas A, Atmore LM, López-Arias B, Culling M, Llorente-Rodríguez L, Morales-Muñiz A, Roselló-Izquierdo E, Quirós JA, Marlasca-Martín R, Hänfling B, Hutchinson WF, Jakobsen KS, Jentoft S, Orton D, Star B, Barrett JH. Ancient DNA evidence for the ecological globalization of cod fishing in medieval and post-medieval Europe. Proc Biol Sci 2022; 289:20221107. [PMID: 36259206 DOI: 10.1098/rspb.2022.1107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Understanding the historical emergence and growth of long-range fisheries can provide fundamental insights into the timing of ecological impacts and the development of coastal communities during the last millennium. Whole-genome sequencing approaches can improve such understanding by determining the origin of archaeological fish specimens that may have been obtained from historic trade or distant water. Here, we used genome-wide data to individually infer the biological source of 37 ancient Atlantic cod specimens (ca 1050-1950 CE) from England and Spain. Our findings provide novel genetic evidence that eleventh- to twelfth-century specimens from London were predominantly obtained from nearby populations, while thirteenth- to fourteenth-century specimens were derived from distant sources. Our results further suggest that Icelandic cod was indeed exported to London earlier than previously reported. Our observations confirm the chronology and geography of the trans-Atlantic cod trade from Newfoundland to Spain starting by the early sixteenth century. Our findings demonstrate the utility of whole-genome sequencing and ancient DNA approaches to describe the globalization of marine fisheries and increase our understanding regarding the extent of the North Atlantic fish trade and long-range fisheries in medieval and early modern times.
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Affiliation(s)
- Lourdes Martínez-García
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of Biosciences, University of Oslo, Oslo 0315, Norway
| | - Giada Ferrari
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of Biosciences, University of Oslo, Oslo 0315, Norway.,Royal Botanic Garden Edinburgh, Edinburgh EH3 5NZ, UK
| | - Angélica Cuevas
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of Biosciences, University of Oslo, Oslo 0315, Norway
| | - Lane M Atmore
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of Biosciences, University of Oslo, Oslo 0315, Norway
| | - Begoña López-Arias
- Laboratorio de Arqueozoología LAZ-UAM, Universidad Autónoma de Madrid, Madrid 28049, Spain
| | - Mark Culling
- Evolutionary Biology Group, Department of Biological Sciences, University of Hull, Hull HU6 7RX, UK
| | - Laura Llorente-Rodríguez
- Laboratory for Archaezoological Studies, Faculty of Archaeology, University of Leiden, Leiden 2311 EZ, The Netherlands
| | - Arturo Morales-Muñiz
- Laboratorio de Arqueozoología LAZ-UAM, Universidad Autónoma de Madrid, Madrid 28049, Spain
| | | | - Juan Antonio Quirós
- Department of Geography, Prehistory and Archaeology, University of the Basque Country, Vitoria-Gasteiz 48940, Spain
| | | | - Bernd Hänfling
- Institute for Biodiversity and Freshwater Conservation, UHI-Inverness, Inverness, UK
| | - William F Hutchinson
- Evolutionary Biology Group, Department of Biological Sciences, University of Hull, Hull HU6 7RX, UK
| | - Kjetill S Jakobsen
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of Biosciences, University of Oslo, Oslo 0315, Norway
| | - Sissel Jentoft
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of Biosciences, University of Oslo, Oslo 0315, Norway
| | - David Orton
- BioArCh, Department of Archaeology, University of York, York, UK
| | - Bastiaan Star
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of Biosciences, University of Oslo, Oslo 0315, Norway
| | - James H Barrett
- Department of Archaeology and Cultural History, NTNU University Museum, Norwegian University of Science and Technology, Trondheim 7012, Norway
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13
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Nedoluzhko A, Orlova SY, Kurnosov DS, Orlov AM, Galindo-Villegas J, Rastorguev SM. Genomic Signatures of Freshwater Adaptation in Pacific Herring ( Clupea pallasii). Genes (Basel) 2022; 13:genes13101856. [PMID: 36292743 PMCID: PMC9601299 DOI: 10.3390/genes13101856] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Revised: 10/10/2022] [Accepted: 10/13/2022] [Indexed: 11/04/2022] Open
Abstract
Pacific herring (Clupea pallasii) is an essential target of commercial fishing in the North Pacific Ocean. Previous studies have suggested the existence of marine and lake ecological forms of this species within its range. The lake ecological form of herring has a shortened life cycle, spending the winter and spawning in brackish waters near the shoreline without long migrations for feeding; it also has a relatively smaller body size than the marine form. Genetic-based studies have shown that brackish water Pacific herring not only can be distinguished as a separate lake ecological form but possibly has its genetic legacy. Here, as part of an ongoing study, using ddRAD-sequencing data for marine and lake ecological forms from a total of 54 individuals and methods of comparative bioinformatics, we describe genomic signatures of freshwater adaptivity in Pacific herring. In total, 253 genes containing discriminating SNPs were found, and part of those genes was organized into genome clusters, also known as “genomic islands of divergence”. Moreover, the Tajima’s D test showed that these loci are under directional selection in the lake populations of the Pacific herring. Yet, most discriminating loci between the lake and marine ecological forms of Pacific herring do not intersect (by gene name) with those in other known marine fish species with known freshwater/brackish populations. However, some are associated with the same physiological trait—osmoregulation.
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Affiliation(s)
- Artem Nedoluzhko
- Paleogenomics Laboratory, European University at Saint Petersburg, 191187 Saint Petersburg, Russia
- Limited Liability Company ELGENE, 109029 Moscow, Russia
| | - Svetlana Yu. Orlova
- Laboratory of Molecular Genetics, Russian Federal Research Institute of Fisheries and Oceanography, 107140 Moscow, Russia
- Laboratory of Genetic Basis of Identification, Vavilov Institute of General Genetics of the Russian Academy of Sciences, 119991 Moscow, Russia
- Correspondence: (S.Y.O.); (J.G.-V.); (S.M.R.)
| | - Denis S. Kurnosov
- Research Group of Intraspecific Differentiation, Russian Federal Research Institute of Fisheries and Oceanography, Pacific Branch (TINRO), 690091 Vladivostok, Russia
| | - Alexei M. Orlov
- Laboratory of Oceanic Ichthyofauna, Shirshov Institute of Oceanology of the Russian Academy of Sciences, 117218 Moscow, Russia
- Laboratory of Behavior of Lower Vertebrates, A.N. Severtsov Institute of Ecology and Evolution, Russian Academy of Sciences, 119071 Moscow, Russia
- Department of Ichthyology, Dagestan State University, 367000 Makhachkala, Russia
- Department of Ichthyology and Hydrobiology, Tomsk State University, 634050 Tomsk, Russia
- Laboratory of Marine Biology, Caspian Institute of Biological Resources, Russian Academy of Sciences, 367000 Makhachkala, Russia
| | - Jorge Galindo-Villegas
- Genomics Division, Faculty of Biosciences and Aquaculture, Nord University, 8049 Bodø, Norway
- Correspondence: (S.Y.O.); (J.G.-V.); (S.M.R.)
| | - Sergey M. Rastorguev
- Limited Liability Company ELGENE, 109029 Moscow, Russia
- Kurchatov Center for Genomic Research, National Research Centre “Kurchatov Institute”, 123182 Moscow, Russia
- Correspondence: (S.Y.O.); (J.G.-V.); (S.M.R.)
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14
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Hollenbeck CM, Portnoy DS, Garcia de la Serrana D, Magnesen T, Matejusova I, Johnston IA. Temperature-associated selection linked to putative chromosomal inversions in king scallop ( Pecten maximus). Proc Biol Sci 2022; 289:20221573. [PMID: 36196545 PMCID: PMC9532988 DOI: 10.1098/rspb.2022.1573] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
The genomic landscape of divergence—the distribution of differences among populations or species across the genome—is increasingly characterized to understand the role that microevolutionary forces such as natural selection and recombination play in causing and maintaining genetic divergence. This line of inquiry has also revealed chromosome structure variation to be an important factor shaping the landscape of adaptive genetic variation. Owing to a high prevalence of chromosome structure variation and the strong pressure for local adaptation necessitated by their sessile nature, bivalve molluscs are an ideal taxon for exploring the relationship between chromosome structure variation and local adaptation. Here, we report a population genomic survey of king scallop (Pecten maximus) across its natural range in the northeastern Atlantic Ocean, using a recent chromosome-level genome assembly. We report the presence of at least three large (12–22 Mb), putative chromosomal inversions associated with sea surface temperature and whose frequencies are in contrast to neutral population structure. These results highlight a potentially large role for recombination-suppressing chromosomal inversions in local adaptation and suggest a hypothesis to explain the maintenance of differences in reproductive timing found at relatively small spatial scales across king scallop populations.
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Affiliation(s)
- Christopher M Hollenbeck
- Department of Life Sciences, Texas A&M University Corpus Christi, 6300 Ocean Drive, Corpus Christi, TX 78412, USA.,Texas A&M AgriLife Research, College Station, TX, USA
| | - David S Portnoy
- Department of Life Sciences, Texas A&M University Corpus Christi, 6300 Ocean Drive, Corpus Christi, TX 78412, USA
| | - Daniel Garcia de la Serrana
- Department of Cell Biology, Physiology and Immunology, Faculty of Biology, University of Barcelona, Barcelona, Spain
| | - Thorolf Magnesen
- Department of Biological Sciences, University of Bergen, Thormøhlensgt 53B, Bergen, Norway
| | - Iveta Matejusova
- Marine Science Scotland, Marine Laboratory, 375 Victoria Road, Aberdeen AB11 9DB, UK
| | - Ian A Johnston
- Scottish Oceans Institute, School of Biology, University of St Andrews, St Andrews, Fife KY16 8LB, UK.,Xelect Ltd, Horizon House, Abbey Walk, St Andrews KY16 9LB, UK
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15
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Breistein B, Dahle G, Johansen T, Besnier F, Quintela M, Jorde PE, Knutsen H, Westgaard J, Nedreaas K, Farestveit E, Glover KA. Geographic variation in gene flow from a genetically distinct migratory ecotype drives population genetic structure of coastal Atlantic cod ( Gadus morhua L.). Evol Appl 2022; 15:1162-1176. [PMID: 35899259 PMCID: PMC9309456 DOI: 10.1111/eva.13422] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Revised: 05/10/2022] [Accepted: 05/12/2022] [Indexed: 11/30/2022] Open
Abstract
Identifying how physical and biotic factors shape genetic connectivity among populations in time and space is essential to our understanding of the evolutionary trajectory as well as the management of marine species. Atlantic cod is a widespread and commercially important marine species displaying several ecotypes with different life history strategies. Using three sets of SNPs: neutral, informative, and genome-inversion linked, we studied population genetic structure of ~2500 coastal Atlantic cod (CC) from 40 locations along Norway's 2500 km coastline, including nine fjords. We observed: (1) a genetic cline, suggesting a mechanism of isolation by distance, characterized by a declining F ST between CC and North East Arctic Cod (NEAC-genetically distinct migratory ecotype) with increasing latitude, (2) that in the north, samples of CC from outer-fjord areas were genetically more similar to NEAC than were samples of CC from their corresponding inner-fjord areas, (3) greater population genetic differentiation among CC sampled from outer-fjord areas along the coast, than among CC sampled from their corresponding inner-fjord areas, (4) genetic differentiation among samples of CC from both within and among fjords. Collectively, these results permit us to draw two main conclusions. First, that differences in the relative presence of the genetically highly distinct, migratory ecotype NEAC, declining from north to south and from outer to inner fjord, plays the major role in driving population genetic structure of the Norwegian CC. Second, that there is limited connectivity between CC from different fjords. These results suggest that the current management units implemented for this species in Norway should be divided into smaller entities. Furthermore, the situation where introgression from one ecotype drives population genetic structure of another, as is the case here, may exist in other species and geographical regions, thus creating additional challenges for sustainable fisheries management.
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Affiliation(s)
- Bjoerghild Breistein
- Institute of Marine ResearchBergenNorway
- Department of BiologyUniversity of BergenBergenNorway
| | - Geir Dahle
- Institute of Marine ResearchBergenNorway
- Department of BiologyUniversity of BergenBergenNorway
| | | | | | | | | | - Halvor Knutsen
- Institute of Marine ResearchFlødevigenNorway
- Centre for Coastal Research, Department of Natural SciencesUniversity of AgderKristiansandNorway
| | | | | | | | - Kevin Alan Glover
- Institute of Marine ResearchBergenNorway
- Department of BiologyUniversity of BergenBergenNorway
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16
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Thorstensen MJ, Euclide PT, Jeffrey JD, Shi Y, Treberg JR, Watkinson DA, Enders EC, Larson WA, Kobayashi Y, Jeffries KM. A chromosomal inversion may facilitate adaptation despite periodic gene flow in a freshwater fish. Ecol Evol 2022; 12:e8898. [PMID: 35571758 PMCID: PMC9077824 DOI: 10.1002/ece3.8898] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Revised: 04/18/2022] [Accepted: 04/19/2022] [Indexed: 11/11/2022] Open
Affiliation(s)
- Matt J. Thorstensen
- Department of Biological Sciences University of Manitoba Winnipeg Manitoba Canada
| | - Peter T. Euclide
- Wisconsin Cooperative Fishery Research Unit College of Natural Resources U.S. Geological Survey University of Wisconsin‐Stevens Point Stevens Point Wisconsin USA
| | - Jennifer D. Jeffrey
- Department of Biological Sciences University of Manitoba Winnipeg Manitoba Canada
- Department of Biology Richardson College University of Winnipeg Winnipeg Manitoba Canada
| | - Yue Shi
- Wisconsin Cooperative Fishery Research Unit College of Natural Resources U.S. Geological Survey University of Wisconsin‐Stevens Point Stevens Point Wisconsin USA
- College of Fisheries and Ocean Sciences University of Alaska Fairbanks Juneau Alaska USA
| | - Jason R. Treberg
- Department of Biological Sciences University of Manitoba Winnipeg Manitoba Canada
| | | | - Eva C. Enders
- Freshwater Institute, Fisheries and Oceans Canada Winnipeg Manitoba Canada
| | - Wesley A. Larson
- Wisconsin Cooperative Fishery Research Unit College of Natural Resources U.S. Geological Survey University of Wisconsin‐Stevens Point Stevens Point Wisconsin USA
- National Oceanographic and Atmospheric Administration National Marine Fisheries Service Alaska Fisheries Science Center Auke Bay Laboratories Juneau Alaska USA
| | - Yasuhiro Kobayashi
- Department of Biological Sciences Fort Hays State University Hays Kansas USA
- Department of Biology The College of St. Scholastica Duluth Minnesota USA
| | - Ken M. Jeffries
- Department of Biological Sciences University of Manitoba Winnipeg Manitoba Canada
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17
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Martínez-García L, Ferrari G, Hufthammer AK, Jakobsen KS, Jentoft S, Barrett JH, Star B. Ancient DNA reveals a southern presence of the Northeast Arctic cod during the Holocene. Biol Lett 2022; 18:20220021. [PMID: 35506242 PMCID: PMC9065953 DOI: 10.1098/rsbl.2022.0021] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Climate change has been implicated in an increased number of distributional shifts of marine species during the last century. Nonetheless, it is unclear whether earlier climatic fluctuations had similar impacts. We use ancient DNA to investigate the long-term spawning distribution of the Northeast Arctic cod (skrei) which performs yearly migrations from the Barents Sea towards spawning grounds along the Norwegian coast. The distribution of these spawning grounds has shifted northwards during the last century, which is thought to be associated with food availability and warming temperatures. We genetically identify skrei specimens from Ruskeneset in west Norway, an archaeological site located south of their current spawning range. Remarkably, 14C analyses date these specimens to the late Holocene, when temperatures were warmer than present-day conditions. Our results either suggest that temperature is not the only driver influencing the spawning distribution of Atlantic cod, or could be indicative of uncertainty in palaeoclimate reconstructions in this region. Regardless, our findings highlight the utility of aDNA to reconstruct the historical distribution of economically important fish populations and reveal the complexity of long-term ecological interactions in the marine environment.
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Affiliation(s)
- Lourdes Martínez-García
- Department of Biosciences, Centre for Ecological and Evolutionary Synthesis (CEES), University of Oslo, Blindernveien 31, NO-0371 Oslo, Norway
| | - Giada Ferrari
- Department of Biosciences, Centre for Ecological and Evolutionary Synthesis (CEES), University of Oslo, Blindernveien 31, NO-0371 Oslo, Norway
| | - Anne Karin Hufthammer
- Department of Natural HistoryThe University Museum, , University of Bergen, N-5020 Bergen, Norway
| | - Kjetill S Jakobsen
- Department of Biosciences, Centre for Ecological and Evolutionary Synthesis (CEES), University of Oslo, Blindernveien 31, NO-0371 Oslo, Norway
| | - Sissel Jentoft
- Department of Biosciences, Centre for Ecological and Evolutionary Synthesis (CEES), University of Oslo, Blindernveien 31, NO-0371 Oslo, Norway
| | - James H Barrett
- Department of Archaeology and Cultural History, NTNU University Museum, Erling Skakkes 47b, Trondheim, Norway
| | - Bastiaan Star
- Department of Biosciences, Centre for Ecological and Evolutionary Synthesis (CEES), University of Oslo, Blindernveien 31, NO-0371 Oslo, Norway
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18
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Akopyan M, Tigano A, Jacobs A, Wilder AP, Baumann H, Therkildsen NO. Comparative linkage mapping uncovers recombination suppression across massive chromosomal inversions associated with local adaptation in Atlantic silversides. Mol Ecol 2022; 31:3323-3341. [DOI: 10.1111/mec.16472] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Revised: 02/28/2022] [Accepted: 04/01/2022] [Indexed: 11/29/2022]
Affiliation(s)
- Maria Akopyan
- Department of Ecology and Evolutionary Biology Cornell University NY USA
| | - Anna Tigano
- Department of Biology UBC Okanagan Campus British Columbia Canada
- Department of Natural Resources and the Environment Cornell University NY USA
| | - Arne Jacobs
- Institute of Biodiversity Animal Health & Comparative Medicine University of Glasgow UK
- Department of Natural Resources and the Environment Cornell University NY USA
| | - Aryn P. Wilder
- Conservation Science Wildlife Health San Diego Zoo Wildlife Alliance CA USA
- Department of Natural Resources and the Environment Cornell University NY USA
| | - Hannes Baumann
- Department of Marine Sciences University of Connecticut CT USA
| | - Nina O. Therkildsen
- Department of Natural Resources and the Environment Cornell University NY USA
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19
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Stabilizing selection on Atlantic cod supergenes through a millennium of extensive exploitation. Proc Natl Acad Sci U S A 2022; 119:2114904119. [PMID: 35165196 PMCID: PMC8872764 DOI: 10.1073/pnas.2114904119] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/04/2022] [Indexed: 12/21/2022] Open
Abstract
Ecological disruption due to human impacts is evident worldwide, and a key to mitigation lies in characterizing the underlying mechanisms of species and ecosystem stability. Here we show that three extensive “supergenes” are maintained in Atlantic cod by stabilizing selection, tying these genes to the persistence of a keystone species distributed across the northern Atlantic Ocean. Removal of this species has caused severe ecosystem reshuffling in several areas of its range. Genomic inference of historic stock sizes further shows that cod has been under pressure in the North Sea system since the Viking period, in line with zooarchaeological records. Expansion of fisheries in Northern Europe through the past millennium is well documented and supports the inferred long-term declines. Life on Earth has been characterized by recurring cycles of ecological stasis and disruption, relating biological eras to geological and climatic transitions through the history of our planet. Due to the increasing degree of ecological abruption caused by human influences many advocate that we now have entered the geological era of the Anthropocene, or “the age of man.” Considering the ongoing mass extinction and ecosystem reshuffling observed worldwide, a better understanding of the drivers of ecological stasis will be a requisite for identifying routes of intervention and mitigation. Ecosystem stability may rely on one or a few keystone species, and the loss of such species could potentially have detrimental effects. The Atlantic cod (Gadus morhua) has historically been highly abundant and is considered a keystone species in ecosystems of the northern Atlantic Ocean. Collapses of cod stocks have been observed on both sides of the Atlantic and reported to have detrimental effects that include vast ecosystem reshuffling. By whole-genome resequencing we demonstrate that stabilizing selection maintains three extensive “supergenes” in Atlantic cod, linking these genes to species persistence and ecological stasis. Genomic inference of historic effective population sizes shows continued declines for cod in the North Sea–Skagerrak–Kattegat system through the past millennia, consistent with an early onset of the marine Anthropocene through industrialization and commercialization of fisheries throughout the medieval period.
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20
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Matschiner M, Barth JMI, Tørresen OK, Star B, Baalsrud HT, Brieuc MSO, Pampoulie C, Bradbury I, Jakobsen KS, Jentoft S. Supergene origin and maintenance in Atlantic cod. Nat Ecol Evol 2022; 6:469-481. [PMID: 35177802 PMCID: PMC8986531 DOI: 10.1038/s41559-022-01661-x] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Accepted: 01/10/2022] [Indexed: 12/19/2022]
Abstract
Supergenes are sets of genes that are inherited as a single marker and encode complex phenotypes through their joint action. They are identified in an increasing number of organisms, yet their origins and evolution remain enigmatic. In Atlantic cod, four megabase-scale supergenes have been identified and linked to migratory lifestyle and environmental adaptations. Here we investigate the origin and maintenance of these four supergenes through analysis of whole-genome-sequencing data, including a new long-read-based genome assembly for a non-migratory Atlantic cod individual. We corroborate the finding that chromosomal inversions underlie all four supergenes, and we show that they originated at different times between 0.40 and 1.66 million years ago. We reveal gene flux between supergene haplotypes where migratory and stationary Atlantic cod co-occur and conclude that this gene flux is driven by gene conversion, on the basis of an increase in GC content in exchanged sites. Additionally, we find evidence for double crossover between supergene haplotypes, leading to the exchange of an ~275 kilobase fragment with genes potentially involved in adaptation to low salinity in the Baltic Sea. Our results suggest that supergenes can be maintained over long timescales in the same way as hybridizing species, through the selective purging of introduced genetic variation. Atlantic cod carries four supergenes linked to migratory lifestyle and environmental adaptations. Using whole-genome sequencing, the authors show that the genome inversions that underlie the supergenes originated at different times and show gene flux between supergene haplotypes.
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Affiliation(s)
- Michael Matschiner
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of Biosciences, University of Oslo, Oslo, Norway. .,Department of Palaeontology and Museum, University of Zurich, Zurich, Switzerland. .,Natural History Museum, University of Oslo, Oslo, Norway.
| | - Julia Maria Isis Barth
- Zoological Institute, Department of Environmental Sciences, University of Basel, Basel, Switzerland
| | - Ole Kristian Tørresen
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of Biosciences, University of Oslo, Oslo, Norway
| | - Bastiaan Star
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of Biosciences, University of Oslo, Oslo, Norway
| | - Helle Tessand Baalsrud
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of Biosciences, University of Oslo, Oslo, Norway
| | - Marine Servane Ono Brieuc
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of Biosciences, University of Oslo, Oslo, Norway
| | | | - Ian Bradbury
- Fisheries and Oceans Canada, St John's, Newfoundland and Labrador, Canada
| | - Kjetill Sigurd Jakobsen
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of Biosciences, University of Oslo, Oslo, Norway
| | - Sissel Jentoft
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of Biosciences, University of Oslo, Oslo, Norway.
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21
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Sousa C, Fernandes SA, Cardoso JCR, Wang Y, Zhai W, Guerreiro PM, Chen L, Canário AVM, Power DM. Toll-Like Receptor Evolution: Does Temperature Matter? Front Immunol 2022; 13:812890. [PMID: 35237266 PMCID: PMC8882821 DOI: 10.3389/fimmu.2022.812890] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Accepted: 01/03/2022] [Indexed: 11/13/2022] Open
Abstract
Toll-like receptors (TLRs) recognize conserved pathogen-associated molecular patterns (PAMPs) and are an ancient and well-conserved group of pattern recognition receptors (PRRs). The isolation of the Antarctic continent and its unique teleost fish and microbiota prompted the present investigation into Tlr evolution. Gene homologues of tlr members in teleosts from temperate regions were present in the genome of Antarctic Nototheniidae and the non-Antarctic sister lineage Bovichtidae. Overall, in Nototheniidae apart from D. mawsoni, no major tlr gene family expansion or contraction occurred. Instead, lineage and species-specific changes in the ectodomain and LRR of Tlrs occurred, particularly in the Tlr11 superfamily that is well represented in fish. Positive selective pressure and associated sequence modifications in the TLR ectodomain and within the leucine-rich repeats (LRR), important for pathogen recognition, occurred in Tlr5, Tlr8, Tlr13, Tlr21, Tlr22, and Tlr23 presumably associated with the unique Antarctic microbiota. Exposure to lipopolysaccharide (Escherichia coli O111:B4) Gram negative bacteria did not modify tlr gene expression in N. rossii head–kidney or anterior intestine, although increased water temperature (+4°C) had a significant effect.
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Affiliation(s)
- Cármen Sousa
- Centro de Ciências do Mar (CCMAR), Universidade do Algarve, Faro, Portugal
| | | | - João C. R. Cardoso
- Centro de Ciências do Mar (CCMAR), Universidade do Algarve, Faro, Portugal
| | - Ying Wang
- International Research Center for Marine Biosciences, Ministry of Science and Technology, Shanghai Ocean University (SHOU), Shanghai, China
| | - Wanying Zhai
- International Research Center for Marine Biosciences, Ministry of Science and Technology, Shanghai Ocean University (SHOU), Shanghai, China
| | - Pedro M. Guerreiro
- Centro de Ciências do Mar (CCMAR), Universidade do Algarve, Faro, Portugal
| | - Liangbiao Chen
- International Research Center for Marine Biosciences, Ministry of Science and Technology, Shanghai Ocean University (SHOU), Shanghai, China
| | - Adelino V. M. Canário
- Centro de Ciências do Mar (CCMAR), Universidade do Algarve, Faro, Portugal
- International Research Center for Marine Biosciences, Ministry of Science and Technology, Shanghai Ocean University (SHOU), Shanghai, China
| | - Deborah M. Power
- Centro de Ciências do Mar (CCMAR), Universidade do Algarve, Faro, Portugal
- International Research Center for Marine Biosciences, Ministry of Science and Technology, Shanghai Ocean University (SHOU), Shanghai, China
- *Correspondence: Deborah M. Power,
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22
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Fisher MC, Helser TE, Kang S, Gwak W, Canino MF, Hauser L. Genetic structure and dispersal in peripheral populations of a marine fish (Pacific cod, Gadus macrocephalus) and their importance for adaptation to climate change. Ecol Evol 2022; 12:e8474. [PMID: 35127016 PMCID: PMC8794718 DOI: 10.1002/ece3.8474] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Revised: 11/17/2021] [Accepted: 11/19/2021] [Indexed: 12/11/2022] Open
Abstract
Small and isolated peripheral populations, which are often remnants of glacial refugia, offer an opportunity to determine the magnitude and direction of fine-scale connectivity in high gene flow marine species. When located at the equatorial edge of a species' range, these populations may also harbor genetic diversity related to survival and reproduction at higher temperatures, a critical resource for marine species facing warming ocean temperatures. Pacific cod (Gadus macrocephalus), a marine fish in the North Pacific, has already experienced major shifts in biomass and distribution linked to climate change. We estimated the magnitude and direction of connectivity between peripheral populations of Pacific cod at the southern edge of the species' range, by conducting restriction site-associated DNA (RAD) sequencing and individual assignment on fish collected around the Korean Peninsula during the spawning season. Three populations on the western, eastern, and southern Korean coasts were highly differentiated (FST = 0.025-0.042) and relatively small (Ne = 433-1,777). Ten putative dispersers and estimates of contemporary migration rates revealed asymmetrical, west-to-east movement around the Korean Peninsula, at a higher rate than predicted by indirect estimates of connectivity (FST ). Allele frequencies at 87 RAD loci were decisively correlated with strong marine temperature gradients between the warmer southern coast and the cooler waters of the eastern and western coasts. Despite relatively small sample sizes, our data suggest asymmetrical dispersal and gene flow, potentially involving adaptive alleles, between peripheral populations inhabiting markedly different thermal regimes. Our study emphasizes the conservation value of peripheral populations in high gene flow marine fish species.
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Affiliation(s)
- Mary C. Fisher
- School of Aquatic and Fishery SciencesUniversity of WashingtonSeattleWashingtonUSA
- Present address:
School of Environmental and Forest SciencesUniversity of WashingtonSeattleWashingtonUSA
| | - Thomas E. Helser
- Resource Ecology and Fisheries Management DivisionAlaska Fisheries Science CenterNational Marine Fisheries ServiceNational Oceanic and Atmospheric AdministrationSeattleWashingtonUSA
| | - Sukyung Kang
- Fisheries Resources Management DivisionNational Institute of Fisheries ScienceBusanKorea
| | - Wooseok Gwak
- The Institute of Marine IndustryGyeongsang National UniversityTongyeongKorea
| | - Michael F. Canino
- Alaska Fisheries Science CenterNational Marine Fisheries ServiceNational Oceanic and Atmospheric AdministrationSeattleWashingtonUSA
| | - Lorenz Hauser
- School of Aquatic and Fishery SciencesUniversity of WashingtonSeattleWashingtonUSA
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23
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Ferrari G, Atmore LM, Jentoft S, Jakobsen KS, Makowiecki D, Barrett JH, Star B. An accurate assignment test for extremely low-coverage whole-genome sequence data. Mol Ecol Resour 2021; 22:1330-1344. [PMID: 34779123 DOI: 10.1111/1755-0998.13551] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Revised: 10/28/2021] [Accepted: 11/02/2021] [Indexed: 11/28/2022]
Abstract
Genomic assignment tests can provide important diagnostic biological characteristics, such as population of origin or ecotype. Yet, assignment tests often rely on moderate- to high-coverage sequence data that can be difficult to obtain for fields such as molecular ecology and ancient DNA. We have developed a novel approach that efficiently assigns biologically relevant information (i.e., population identity or structural variants such as inversions) in extremely low-coverage sequence data. First, we generate databases from existing reference data using a subset of diagnostic single nucleotide polymorphisms (SNPs) associated with a biological characteristic. Low-coverage alignment files are subsequently compared to these databases to ascertain allelic state, yielding a joint probability for each association. To assess the efficacy of this approach, we assigned haplotypes and population identity in Heliconius butterflies, Atlantic herring, and Atlantic cod using chromosomal inversion sites and whole-genome data. We scored both modern and ancient specimens, including the first whole-genome sequence data recovered from ancient Atlantic herring bones. The method accurately assigns biological characteristics, including population membership, using extremely low-coverage data (as low as 0.0001x) based on genome-wide SNPs. This approach will therefore increase the number of samples in evolutionary, ecological and archaeological research for which relevant biological information can be obtained.
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Affiliation(s)
- Giada Ferrari
- Centre for Ecological and Evolutionary Synthesis, Department of Biosciences, University of Oslo, Oslo, Norway
| | - Lane M Atmore
- Centre for Ecological and Evolutionary Synthesis, Department of Biosciences, University of Oslo, Oslo, Norway
| | - Sissel Jentoft
- Centre for Ecological and Evolutionary Synthesis, Department of Biosciences, University of Oslo, Oslo, Norway
| | - Kjetill S Jakobsen
- Centre for Ecological and Evolutionary Synthesis, Department of Biosciences, University of Oslo, Oslo, Norway
| | - Daniel Makowiecki
- Department of Environmental Archaeology and Human Paleoecology, Institute of Archaeology, Nicolaus Copernicus University, Torun, Poland
| | - James H Barrett
- McDonald Institute for Archaeological Research, Department of Archaeology, University of Cambridge, Cambridge, UK.,Department of Archaeology and Cultural History, NTNU University Museum, Trondheim, Norway
| | - Bastiaan Star
- Centre for Ecological and Evolutionary Synthesis, Department of Biosciences, University of Oslo, Oslo, Norway
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24
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Kristensen ML, Olsen EM, Moland E, Knutsen H, Grønkjær P, Koed A, Källo K, Aarestrup K. Disparate movement behavior and feeding ecology in sympatric ecotypes of Atlantic cod. Ecol Evol 2021; 11:11477-11490. [PMID: 34429934 PMCID: PMC8366838 DOI: 10.1002/ece3.7939] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2021] [Revised: 07/02/2021] [Accepted: 07/05/2021] [Indexed: 12/19/2022] Open
Abstract
Coexistence of ecotypes, genetically divergent population units, is a widespread phenomenon, potentially affecting ecosystem functioning and local food web stability. In coastal Skagerrak, Atlantic cod (Gadus morhua) occur as two such coexisting ecotypes. We applied a combination of acoustic telemetry, genotyping, and stable isotope analysis to 72 individuals to investigate movement ecology and food niche of putative local "Fjord" and putative oceanic "North Sea" ecotypes-thus named based on previous molecular studies. Genotyping and individual origin assignment suggested 41 individuals were Fjord and 31 were North Sea ecotypes. Both ecotypes were found throughout the fjord. Seven percent of Fjord ecotype individuals left the study system during the study while 42% of North Sea individuals left, potentially homing to natal spawning grounds. Home range sizes were similar for the two ecotypes but highly variable among individuals. Fjord ecotype cod had significantly higher δ13C and δ15N stable isotope values than North Sea ecotype cod, suggesting they exploited different food niches. The results suggest coexisting ecotypes may possess innate differences in feeding and movement ecologies and may thus fill different functional roles in marine ecosystems. This highlights the importance of conserving interconnected populations to ensure stable ecosystem functioning and food web structures.
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Affiliation(s)
| | - Esben Moland Olsen
- Institute of Marine ResearchFlødevigen Marine Research StationHisNorway
- Centre for Coastal ResearchDepartment of Natural SciencesUniversity of AgderKristiansandNorway
| | - Even Moland
- Institute of Marine ResearchFlødevigen Marine Research StationHisNorway
- Centre for Coastal ResearchDepartment of Natural SciencesUniversity of AgderKristiansandNorway
| | - Halvor Knutsen
- Institute of Marine ResearchFlødevigen Marine Research StationHisNorway
- Centre for Coastal ResearchDepartment of Natural SciencesUniversity of AgderKristiansandNorway
| | - Peter Grønkjær
- Aquatic BiologyDepartment for BioscienceUniversity of AarhusAarhusDenmark
| | - Anders Koed
- National Institute for Aquatic ResourcesTechnical University of DenmarkSilkeborgDenmark
| | - Kristi Källo
- National Institute for Aquatic ResourcesTechnical University of DenmarkSilkeborgDenmark
| | - Kim Aarestrup
- National Institute for Aquatic ResourcesTechnical University of DenmarkSilkeborgDenmark
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25
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O’Donnell TP, Sullivan TJ. Low-coverage whole-genome sequencing reveals molecular markers for spawning season and sex identification in Gulf of Maine Atlantic cod ( Gadus morhua, Linnaeus 1758). Ecol Evol 2021; 11:10659-10671. [PMID: 34367604 PMCID: PMC8328444 DOI: 10.1002/ece3.7878] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Revised: 06/17/2021] [Accepted: 06/18/2021] [Indexed: 11/28/2022] Open
Abstract
Atlantic cod (Gadus morhua, Linnaeus 1758) in the western Gulf of Maine are managed as a single stock despite several lines of evidence supporting two spawning groups (spring and winter) that overlap spatially, while exhibiting seasonal spawning isolation. Low-coverage whole-genome sequencing was used to evaluate the genomic population structure of Atlantic cod spawning groups in the western Gulf of Maine and Georges Bank using 222 individuals collected over multiple years. Results indicated low total genomic differentiation, while also showing strong differentiation between spring and winter-spawning groups at specific regions of the genome. Guided regularized random forest and ranked F ST methods were used to select panels of single nucleotide polymorphisms (SNPs) that could reliably distinguish spring and winter-spawning Atlantic cod (88.5% assignment rate), as well as males and females (95.0% assignment rate) collected in the western Gulf of Maine. These SNP panels represent a valuable tool for fisheries research and management of Atlantic cod in the western Gulf of Maine that will aid investigations of stock production and support accuracy of future assessments.
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Affiliation(s)
| | - Timothy J. Sullivan
- Gloucester Marine Genomics InstituteGloucesterMAUSA
- USDA – National Institute of Food and AgricultureKansas CityMOUSA
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26
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Distinct genetic clustering in the weakly differentiated polar cod, Boreogadus saida Lepechin, 1774 from East Siberian Sea to Svalbard. Polar Biol 2021. [DOI: 10.1007/s00300-021-02911-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
AbstractThe cold-adapted polar cod Boreogadus saida, a key species in Arctic ecosystems, is vulnerable to global warming and ice retreat. In this study, 1257 individuals sampled in 17 locations within the latitudinal range of 75–81°N from Svalbard to East Siberian Sea were genotyped with a dedicated suite of 116 single-nucleotide polymorphic loci (SNP). The overall pattern of isolation by distance (IBD) found was driven by the two easternmost samples (East Siberian Sea and Laptev Sea), whereas no differentiation was registered in the area between the Kara Sea and Svalbard. Eleven SNP under strong linkage disequilibrium, nine of which could be annotated to chromosome 2 in Atlantic cod, defined two genetic groups of distinct size, with the major cluster containing seven-fold larger number of individuals than the minor. No underlying geographic basis was evident, as both clusters were detected throughout all sampling sites in relatively similar proportions (i.e. individuals in the minor cluster ranging between 4 and 19% on the location basis). Similarly, females and males were also evenly distributed between clusters and age groups. A differentiation was, however, found regarding size at age: individuals belonging to the major cluster were significantly longer in the second year. This study contributes to increasing the population genetic knowledge of this species and suggests that an appropriate management should be ensured to safeguard its diversity.
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Martínez-García L, Ferrari G, Oosting T, Ballantyne R, van der Jagt I, Ystgaard I, Harland J, Nicholson R, Hamilton-Dyer S, Baalsrud HT, Brieuc MSO, Atmore LM, Burns F, Schmölcke U, Jakobsen KS, Jentoft S, Orton D, Hufthammer AK, Barrett JH, Star B. Historical Demographic Processes Dominate Genetic Variation in Ancient Atlantic Cod Mitogenomes. Front Ecol Evol 2021. [DOI: 10.3389/fevo.2021.671281] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Ancient DNA (aDNA) approaches have been successfully used to infer the long-term impacts of climate change, domestication, and human exploitation in a range of terrestrial species. Nonetheless, studies investigating such impacts using aDNA in marine species are rare. Atlantic cod (Gadus morhua), is an economically important species that has experienced dramatic census population declines during the last century. Here, we investigated 48 ancient mitogenomes from historical specimens obtained from a range of archeological excavations in northern Europe dated up to 6,500 BCE. We compare these mitogenomes to those of 496 modern conspecifics sampled across the North Atlantic Ocean and adjacent seas. Our results confirm earlier observations of high levels of mitogenomic variation and a lack of mutation-drift equilibrium—suggestive of population expansion. Furthermore, our temporal comparison yields no evidence of measurable mitogenomic changes through time. Instead, our results indicate that mitogenomic variation in Atlantic cod reflects past demographic processes driven by major historical events (such as oscillations in sea level) and subsequent gene flow rather than contemporary fluctuations in stock abundance. Our results indicate that historical and contemporaneous anthropogenic pressures such as commercial fisheries have had little impact on mitogenomic diversity in a wide-spread marine species with high gene flow such as Atlantic cod. These observations do not contradict evidence that overfishing has had negative consequences for the abundance of Atlantic cod and the importance of genetic variation in implementing conservation strategies. Instead, these observations imply that any measures toward the demographic recovery of Atlantic cod in the eastern Atlantic, will not be constrained by recent loss of historical mitogenomic variation.
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28
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Puncher GN, Rowe S, Rose GA, Parent GJ, Wang Y, Pavey SA. Life-stage-dependent supergene haplotype frequencies and metapopulation neutral genetic patterns of Atlantic cod, Gadus morhua, from Canada's Northern cod stock region and adjacent areas. JOURNAL OF FISH BIOLOGY 2021; 98:817-828. [PMID: 33244791 DOI: 10.1111/jfb.14632] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Revised: 11/16/2020] [Accepted: 11/24/2020] [Indexed: 06/11/2023]
Abstract
Among highly migratory fish species, nursery areas occupied by juveniles often differ from adult habitats. To better understand the spatial dynamics of Canada's Northern cod stock, juveniles caught off the east coast of Newfoundland and Labrador were compared to adults from the same region as well as individuals from other areas in Atlantic Canada using double-digest restriction site-associated DNA sequencing-derived single nucleotide polymorphisms. A reduced proportion of homozygotes with a chromosomal inversion located in linkage group 1 (LG1) was detected between juvenile and adult samples in the Northern cod stock region, potentially indicating age-dependent habitat use or ontogenetic selection for attributes associated with the many genes located in LG1. No selectively neutral genetic differences were found between samples from the Northern cod stock; nevertheless, significant differences were found between some of these samples and cod collected from St. Pierre Bank, Bay of Fundy, Browns Bank and the southern Scotian Shelf. Clustering analysis of variants at neutral loci provided evidence for three major genetic units: (a) the Newfoundland Atlantic Coast, (b) eastern and southern Gulf of St. Lawrence and Burgeo Bank and (c) the Bay of Fundy, Browns Bank and southern Scotian Shelf. Both adaptive and neutral population structure within the Northern cod stock should be considered by managers to promote demographic rebuilding of the stock.
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Affiliation(s)
- Gregory Neils Puncher
- Department of Biological Sciences, Canadian Rivers Institute, University of New Brunswick, Saint John, Canada
- Genomics Laboratory, Maurice-Lamontagne Institute, Fisheries and Oceans Canada, Mont-Joli, Canada
- Centre for Fisheries Ecosystems Research, Fisheries and Marine Institute, Memorial University of Newfoundland, St. John's, Canada
| | - Sherrylynn Rowe
- Centre for Fisheries Ecosystems Research, Fisheries and Marine Institute, Memorial University of Newfoundland, St. John's, Canada
| | - George A Rose
- Institute for the Oceans and Fisheries, University of British Columbia, Vancouver, Canada
| | - Geneviève J Parent
- Genomics Laboratory, Maurice-Lamontagne Institute, Fisheries and Oceans Canada, Mont-Joli, Canada
| | - Yanjun Wang
- Fisheries and Oceans Canada, St. Andrews Biological Station, St. Andrews, Canada
| | - Scott A Pavey
- Department of Biological Sciences, Canadian Rivers Institute, University of New Brunswick, Saint John, Canada
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29
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Casas L, Saenz-Agudelo P, Villegas-Ríos D, Irigoien X, Saborido-Rey F. Genomic landscape of geographically structured colour polymorphism in a temperate marine fish. Mol Ecol 2021; 30:1281-1296. [PMID: 33455028 PMCID: PMC7986630 DOI: 10.1111/mec.15805] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Revised: 01/06/2021] [Accepted: 01/08/2021] [Indexed: 12/14/2022]
Abstract
The study of phenotypic variation patterns among populations is fundamental to elucidate the drivers of evolutionary processes. Empirical evidence that supports ongoing genetic divergence associated with phenotypic variation remains very limited for marine species where larval dispersal is a common homogenizing force. We present a genome‐wide analysis of a marine fish, Labrus bergylta, comprising 144 samples distributed from Norway to Spain, a large geographical area that harbours a gradient of phenotypic differentiation. We analysed 39,602 biallelic single nucleotide polymorphisms and found a clear latitudinal gradient of genomic differentiation strongly correlated with the variation in phenotypic morph frequencies observed across the North Atlantic. We also detected a strong association between the latitude and the number of loci that appear to be under divergent selection, which increased with differences in coloration but not with overall genetic differentiation. Our results demonstrate that strong reproductive isolation is occurring between sympatric colour morphs of L. bergylta found at the southern areas and provide important new insights into the genomic changes shaping early stages of differentiation that might precede speciation with gene flow.
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Affiliation(s)
- Laura Casas
- Institute of Marine Research (IIM-CSIC), Vigo, Spain
| | - Pablo Saenz-Agudelo
- Instituto de Ciencias Ambientales y Evolutivas, Universidad Austral de Chile, Valdivia, Chile
| | - David Villegas-Ríos
- Institute of Marine Research (IIM-CSIC), Vigo, Spain.,Instituto Mediterráneo de Estudios Avanzados (IMEDEA-CSIC-UiB), Esporles, Mallorca, Spain
| | - Xabier Irigoien
- AZTI - Marine Research, Herrera Kaia, Pasaia (Gipuzkoa), Spain.,IKERBASQUE, Basque Foundation for Science, Bilbao, Spain
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30
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Longo GC, Lam L, Basnett B, Samhouri J, Hamilton S, Andrews K, Williams G, Goetz G, McClure M, Nichols KM. Strong population differentiation in lingcod ( Ophiodon elongatus) is driven by a small portion of the genome. Evol Appl 2020; 13:2536-2554. [PMID: 33294007 PMCID: PMC7691466 DOI: 10.1111/eva.13037] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2019] [Revised: 05/19/2020] [Accepted: 05/26/2020] [Indexed: 12/15/2022] Open
Abstract
Delimiting intraspecific genetic variation in harvested species is crucial to the assessment of population status for natural resource management and conservation purposes. Here, we evaluated genetic population structure in lingcod (Ophiodon elongatus), a commercially and recreationally important fishery species along the west coast of North America. We used 16,749 restriction site-associated DNA sequencing (RADseq) markers, in 611 individuals collected from across the bulk of the species range from Southeast Alaska to Baja California, Mexico. In contrast to previous population genetic work on this species, we found strong evidence for two distinct genetic clusters. These groups separated latitudinally with a break near Point Reyes off Northern California, and there was a high frequency of admixed individuals in close proximity to the break. F-statistics corroborate this genetic break between northern and southern sampling sites, although most loci are characterized by low FST values, suggesting high gene flow throughout most of the genome. Outlier analyses identified 182 loci putatively under divergent selection, most of which mapped to a single genomic region. When individuals were grouped by cluster assignment (northern, southern, and admixed), 71 loci were fixed between the northern and southern cluster, all of which were identified in the outlier scans. All individuals identified as admixed exhibited near 50:50 assignment to northern and southern clusters and were heterozygous for most fixed loci. Alignments of RADseq loci to a draft lingcod genome assembly and three other teleost genomes with chromosome-level assemblies suggest that outlier and fixed loci are concentrated on a single chromosome. Similar genomic patterns have been attributed to chromosomal inversions in diverse taxonomic groups. Regardless of the evolutionary mechanism, these results represent novel observations of genetic structure in lingcod and designate clear evolutionary units that could be used to inform fisheries management.
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Affiliation(s)
- Gary C. Longo
- NRC Research Associateship ProgramNorthwest Fisheries Science CenterNational Marine Fisheries ServiceNational Oceanic and Atmospheric AdministrationSeattleWAUSA
| | - Laurel Lam
- Pacific States Marine Fisheries CommissionUnder contract to Northwest Fisheries Science CenterNational Marine Fisheries ServiceNational Oceanic and Atmospheric AdministrationSeattleWAUSA
- Moss Landing Marine LaboratoriesMoss LandingCAUSA
| | | | - Jameal Samhouri
- Conservation Biology DivisionNorthwest Fisheries Science CenterNational Marine Fisheries ServiceNational Oceanic and Atmospheric AdministrationSeattleWAUSA
| | | | - Kelly Andrews
- Conservation Biology DivisionNorthwest Fisheries Science CenterNational Marine Fisheries ServiceNational Oceanic and Atmospheric AdministrationSeattleWAUSA
| | - Greg Williams
- Pacific States Marine Fisheries CommissionUnder contract to Northwest Fisheries Science CenterNational Marine Fisheries ServiceNational Oceanic and Atmospheric AdministrationSeattleWAUSA
| | - Giles Goetz
- UWJISAOUnder contract to Northwest Fisheries Science CenterNational Marine Fisheries ServiceNational Oceanic and Atmospheric AdministrationSeattleWAUSA
| | - Michelle McClure
- Fisheries Resource Analysis and Monitoring DivisionNorthwest Fisheries Science CenterNational Marine Fisheries ServiceNational Oceanic and Atmospheric AdministrationSeattleWAUSA
- Pacific Marine Environmental LaboratoryNational Oceanic and Atmospheric AdministrationSeattleWAUSA
| | - Krista M. Nichols
- Conservation Biology DivisionNorthwest Fisheries Science CenterNational Marine Fisheries ServiceNational Oceanic and Atmospheric AdministrationSeattleWAUSA
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31
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Johansen T, Besnier F, Quintela M, Jorde PE, Glover KA, Westgaard J, Dahle G, Lien S, Kent MP. Genomic analysis reveals neutral and adaptive patterns that challenge the current management regime for East Atlantic cod Gadus morhua L. Evol Appl 2020; 13:2673-2688. [PMID: 33294016 PMCID: PMC7691467 DOI: 10.1111/eva.13070] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2020] [Revised: 07/12/2020] [Accepted: 07/13/2020] [Indexed: 01/03/2023] Open
Abstract
Challenging long-held perceptions of fish management units can help to protect vulnerable stocks. When a fishery consisting of multiple genetic stocks is managed as a single unit, overexploitation and depletion of minor genetic units can occur. Atlantic cod (Gadus morhua) is an economically and ecologically important marine species across the North Atlantic. The application of new genomic resources, including SNP arrays, allows us to detect and explore novel structure within specific cod management units. In Norwegian waters, coastal cod (i.e. those not undertaking extensive migrations) are divided into two arbitrary management units defined by ICES: one between 62° and 70°N (Norwegian coastal cod; NCC) and one between 58° and 62°N (Norwegian coastal south; NCS). Together, these capture a fishery area of >25,000 km2 containing many spawning grounds. To assess whether these geographic units correctly represent genetic stocks, we analysed spawning cod of NCC and NCS for more than 8,000 SNPs along with samples of Russian White Sea cod, north-east Arctic cod (NEAC: the largest Atlantic stock), and outgroup samples representing the Irish and Faroe Sea's. Our analyses revealed large differences in spatial patterns of genetic differentiation across the genome and revealed a complex biological structure within NCC and NCS. Haplotype maps from four chromosome sets show regional specific SNP indicating a complex genetic structure. The current management plan dividing the coastal cod into only two management units does not accurately reflect the genetic units and needs to be revised. Coastal cod in Norway, while highly heterogenous, is also genetically distinct from neighbouring stocks in the north (NEAC), west (Faroe Island) and the south. The White Sea cod are highly divergent from other cod, possibly yielding support to the earlier notion of subspecies rank.
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Affiliation(s)
| | | | | | | | - Kevin A. Glover
- Institute of Marine Research (IMR)BergenNorway
- Department of BiologyUniversity of BergenBergenNorway
| | | | - Geir Dahle
- Institute of Marine Research (IMR)BergenNorway
- Department of BiologyUniversity of BergenBergenNorway
| | - Sigbjørn Lien
- Department of Animal and Aquaculture SciencesFaculty of BiosciencesCentre for Integrative GeneticsNorwegian University of Life SciencesÅsNorway
| | - Matthew P. Kent
- Department of Animal and Aquaculture SciencesFaculty of BiosciencesCentre for Integrative GeneticsNorwegian University of Life SciencesÅsNorway
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32
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Nowling RJ, Manke KR, Emrich SJ. Detecting inversions with PCA in the presence of population structure. PLoS One 2020; 15:e0240429. [PMID: 33119626 PMCID: PMC7595445 DOI: 10.1371/journal.pone.0240429] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2019] [Accepted: 09/28/2020] [Indexed: 12/26/2022] Open
Abstract
Chromosomal inversions can lead to reproductive isolation and adaptation in insects such as Drosophila melanogaster and the non-model malaria vector Anopheles gambiae. Inversions can be detected and characterized using principal component analysis (PCA) of single nucleotide polymorphisms (SNPs). To aid in developing such methods, we formed a new benchmark derived from three publicly-available insect data. We then used this benchmark to perform an extended validation of our software for inversion analysis (Asaph). Through that process, we identified and characterized several problematic test cases liable to misinterpretation that can help guide PCA-based inversion detection. Lastly, we re-analyzed the 2R chromosome arm of 150 An. gambiae and coluzzii samples and observed two inversions (2Rc and 2Rd) that were previously known but not annotated in these particular individuals. The resulting benchmark data set and methods will be useful for future inversion detection based solely on SNP data.
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Affiliation(s)
- Ronald J. Nowling
- Electrical Engineering and Computer Science, Milwaukee School of Engineering, Milwaukee, WI
| | - Krystal R. Manke
- Physics and Chemistry, Milwaukee School of Engineering, Milwaukee, WI
| | - Scott J. Emrich
- Electrical Engineering and Computer Science, University of Tennessee–Knoxville, Knoxville, TN
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33
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Jansson E, Besnier F, Malde K, André C, Dahle G, Glover KA. Genome wide analysis reveals genetic divergence between Goldsinny wrasse populations. BMC Genet 2020; 21:118. [PMID: 33036553 PMCID: PMC7547435 DOI: 10.1186/s12863-020-00921-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2020] [Accepted: 09/24/2020] [Indexed: 12/11/2022] Open
Abstract
Background Marine fish populations are often characterized by high levels of gene flow and correspondingly low genetic divergence. This presents a challenge to define management units. Goldsinny wrasse (Ctenolabrus rupestris) is a heavily exploited species due to its importance as a cleaner-fish in commercial salmonid aquaculture. However, at the present, the population genetic structure of this species is still largely unresolved. Here, full-genome sequencing was used to produce the first genomic reference for this species, to study population-genomic divergence among four geographically distinct populations, and, to identify informative SNP markers for future studies. Results After construction of a de novo assembly, the genome was estimated to be highly polymorphic and of ~600Mbp in size. 33,235 SNPs were thereafter selected to assess genomic diversity and differentiation among four populations collected from Scandinavia, Scotland, and Spain. Global FST among these populations was 0.015–0.092. Approximately 4% of the investigated loci were identified as putative global outliers, and ~ 1% within Scandinavia. SNPs showing large divergence (FST > 0.15) were picked as candidate diagnostic markers for population assignment. One hundred seventy-three of the most diagnostic SNPs between the two Scandinavian populations were validated by genotyping 47 individuals from each end of the species’ Scandinavian distribution range. Sixty-nine of these SNPs were significantly (p < 0.05) differentiated (mean FST_173_loci = 0.065, FST_69_loci = 0.140). Using these validated SNPs, individuals were assigned with high probability (≥ 94%) to their populations of origin. Conclusions Goldsinny wrasse displays a highly polymorphic genome, and substantial population genomic structure. Diversifying selection likely affects population structuring globally and within Scandinavia. The diagnostic loci identified now provide a promising and cost-efficient tool to investigate goldsinny wrasse populations further.
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Affiliation(s)
- Eeva Jansson
- Institute of Marine Research, P. O. Box 1870, Nordnes, 5817, Bergen, Norway.
| | - Francois Besnier
- Institute of Marine Research, P. O. Box 1870, Nordnes, 5817, Bergen, Norway
| | - Ketil Malde
- Institute of Marine Research, P. O. Box 1870, Nordnes, 5817, Bergen, Norway
| | - Carl André
- Department of Marine Sciences-Tjärnö, University of Gothenburg, 45296, Strömstad, Sweden
| | - Geir Dahle
- Institute of Marine Research, P. O. Box 1870, Nordnes, 5817, Bergen, Norway
| | - Kevin A Glover
- Institute of Marine Research, P. O. Box 1870, Nordnes, 5817, Bergen, Norway.,Institute of Biology, University of Bergen, P. O. Box 7803, 5020, Bergen, Norway
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A Nanopore Based Chromosome-Level Assembly Representing Atlantic Cod from the Celtic Sea. G3-GENES GENOMES GENETICS 2020; 10:2903-2910. [PMID: 32641450 PMCID: PMC7466986 DOI: 10.1534/g3.120.401423] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Currently available genome assemblies for Atlantic cod (Gadus morhua) have been constructed from fish belonging to the Northeast Arctic Cod (NEAC) population; a migratory population feeding in the Barents Sea. These assemblies have been crucial for the development of genetic markers which have been used to study population differentiation and adaptive evolution in Atlantic cod, pinpointing four discrete islands of genomic divergence located on linkage groups 1, 2, 7 and 12. In this paper, we present a high-quality reference genome from a male Atlantic cod representing a southern population inhabiting the Celtic sea. The genome assembly (gadMor_Celtic) was produced from long-read nanopore data and has a combined contig length of 686 Mb with an N50 of 10 Mb. Integrating contigs with genetic linkage mapping information enabled us to construct 23 chromosome sequences which mapped with high confidence to the latest NEAC population assembly (gadMor3) and allowed us to characterize, to an extent not previously reported large chromosomal inversions on linkage groups 1, 2, 7 and 12. In most cases, inversion breakpoints could be located within single nanopore contigs. Our results suggest the presence of inversions in Celtic cod on linkage groups 6, 11 and 21, although these remain to be confirmed. Further, we identified a specific repetitive element that is relatively enriched at predicted centromeric regions. Our gadMor_Celtic assembly provides a resource representing a 'southern' cod population which is complementary to the existing 'northern' population based genome assemblies and represents the first step toward developing pan-genomic resources for Atlantic cod.
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Oomen RA, Kuparinen A, Hutchings JA. Consequences of Single-Locus and Tightly Linked Genomic Architectures for Evolutionary Responses to Environmental Change. J Hered 2020; 111:319-332. [PMID: 32620014 PMCID: PMC7423069 DOI: 10.1093/jhered/esaa020] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Accepted: 06/25/2020] [Indexed: 12/26/2022] Open
Abstract
Genetic and genomic architectures of traits under selection are key factors influencing evolutionary responses. Yet, knowledge of their impacts has been limited by a widespread assumption that most traits are controlled by unlinked polygenic architectures. Recent advances in genome sequencing and eco-evolutionary modeling are unlocking the potential for integrating genomic information into predictions of population responses to environmental change. Using eco-evolutionary simulations, we demonstrate that hypothetical single-locus control of a life history trait produces highly variable and unpredictable harvesting-induced evolution relative to the classically applied multilocus model. Single-locus control of complex traits is thought to be uncommon, yet blocks of linked genes, such as those associated with some types of structural genomic variation, have emerged as taxonomically widespread phenomena. Inheritance of linked architectures resembles that of single loci, thus enabling single-locus-like modeling of polygenic adaptation. Yet, the number of loci, their effect sizes, and the degree of linkage among them all occur along a continuum. We review how linked architectures are often associated, directly or indirectly, with traits expected to be under selection from anthropogenic stressors and are likely to play a large role in adaptation to environmental disturbance. We suggest using single-locus models to explore evolutionary extremes and uncertainties when the trait architecture is unknown, refining parameters as genomic information becomes available, and explicitly incorporating linkage among loci when possible. By overestimating the complexity (e.g., number of independent loci) of the genomic architecture of traits under selection, we risk underestimating the complexity (e.g., nonlinearity) of their evolutionary dynamics.
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Affiliation(s)
- Rebekah A Oomen
- Centre for Ecological and Evolutionary Synthesis, University of Oslo, Oslo, Norway
- Centre for Coastal Research, University of Agder, Kristiansand, Norway
| | - Anna Kuparinen
- Department of Biological and Environmental Sciences, University of Jyväskylä, Jyväskylä, Finland
| | - Jeffrey A Hutchings
- Centre for Coastal Research, University of Agder, Kristiansand, Norway
- Department of Biology, Dalhousie University, Halifax, NS, Canada
- Institute of Marine Research, Flødevigen Marine Research Station, His, Norway
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Yang W, Feiner N, Laakkonen H, Sacchi R, Zuffi MAL, Scali S, While GM, Uller T. Spatial variation in gene flow across a hybrid zone reveals causes of reproductive isolation and asymmetric introgression in wall lizards. Evolution 2020; 74:1289-1300. [PMID: 32396671 DOI: 10.1111/evo.14001] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Accepted: 05/04/2020] [Indexed: 12/22/2022]
Abstract
Hybrid zones provide insights into the evolution of reproductive isolation. Sexual selection can contribute to the evolution of reproductive barriers, but it remains poorly understood how sexual traits impact gene flow in secondary contact. Here, we show that a recently evolved suite of sexual traits that function in male-male competition mediates gene flow between two lineages of wall lizards (Podarcis muralis). Gene flow was relatively low and asymmetric in the presence of exaggerated male morphology and coloration compared to when the lineages share the ancestral phenotype. Putative barrier loci were enriched in genomic regions that were highly differentiated between the two lineages and showed low concordance between the transects. The exception was a consistently low genetic exchange around ATXN1, a gene that modulates social behavior. We suggest that this gene may contribute to the male mate preferences that are known to cause lineage-assortative mating in this species. Although female choice modulates the degree of reproductive isolation in a variety of taxa, wall lizards demonstrate that both male-male competition and male mate choice can contribute to the extent of gene flow between lineages.
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Affiliation(s)
- Weizhao Yang
- Department of Biology, Lund University, Lund, 223 62, Sweden
| | - Nathalie Feiner
- Department of Biology, Lund University, Lund, 223 62, Sweden
| | - Hanna Laakkonen
- Department of Biology, Lund University, Lund, 223 62, Sweden
| | - Roberto Sacchi
- Department of Earth and Environmental Sciences, University of Pavia, Pavia, 27100, Italy
| | - Marco A L Zuffi
- Museum Natural History, University of Pisa, Pisa, 56011, Italy
| | - Stefano Scali
- Museum of Natural History of Milan, Milano, 20121, Italy
| | - Geoffrey M While
- School of Biology, University of Tasmania, Hobart, Tasmania, 7001, Australia
| | - Tobias Uller
- Department of Biology, Lund University, Lund, 223 62, Sweden
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37
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Terekhanova NV, Barmintseva AE, Kondrashov AS, Bazykin GA, Mugue NS. Architecture of Parallel Adaptation in Ten Lacustrine Threespine Stickleback Populations from the White Sea Area. Genome Biol Evol 2020; 11:2605-2618. [PMID: 31406984 PMCID: PMC6761963 DOI: 10.1093/gbe/evz175] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/10/2019] [Indexed: 12/20/2022] Open
Abstract
Adaptation of threespine stickleback to freshwater involves parallel recruitment of freshwater alleles in clusters of closely linked sites, or divergence islands (DIs). However, it remains unclear to what extent the DIs and the alleles that constitute them coincide between populations that underwent adaptation to freshwater independently. We examine threespine sticklebacks from ten freshwater lakes that emerged 500–1500 years ago in the White Sea basin, with the emphasis on repeatability of genomic patterns of adaptation among the lake populations and the role of local recombination rate in the distribution and structure of DIs. The 65 detected DIs are clustered in the genome, forming 12 aggregations, and this clustering cannot be explained by the variation of the recombination rate. Only 21 of the DIs are present in all the freshwater populations, likely being indispensable for successful colonization of freshwater environment by the ancestral marine population. Within most DIs, the same set of single nucleotide polymorphisms (SNPs) distinguish marine and freshwater haplotypes in all the lake populations; however, in some DIs, freshwater alleles differ between populations, suggesting that they could have been established by recruitment of different haplotypes in different populations.
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Affiliation(s)
- Nadezhda V Terekhanova
- Skolkovo Institute of Science and Technology, Skolkovo, Russia.,Sector for Molecular Evolution, Institute for Information Transmission Problems of the RAS (Kharkevich Institute), Moscow, Russia
| | - Anna E Barmintseva
- Laboratory of Molecular Genetics, Russian Federal Research Institute of Fisheries and Oceanography, Moscow, Russia
| | - Alexey S Kondrashov
- Department of Ecology and Evolutionary Biology, University of Michigan, Ann Arbor, Michigan.,M. V. Lomonosov Moscow State University, Moscow, Russia
| | - Georgii A Bazykin
- Skolkovo Institute of Science and Technology, Skolkovo, Russia.,Sector for Molecular Evolution, Institute for Information Transmission Problems of the RAS (Kharkevich Institute), Moscow, Russia
| | - Nikolai S Mugue
- Laboratory of Molecular Genetics, Russian Federal Research Institute of Fisheries and Oceanography, Moscow, Russia.,N. K. Koltzov Institute of Developmental Biology RAS, Moscow, Russia
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38
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Metagenomic Shotgun Analyses Reveal Complex Patterns of Intra- and Interspecific Variation in the Intestinal Microbiomes of Codfishes. Appl Environ Microbiol 2020; 86:AEM.02788-19. [PMID: 31953333 PMCID: PMC7054092 DOI: 10.1128/aem.02788-19] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Accepted: 01/06/2020] [Indexed: 12/12/2022] Open
Abstract
The composition of the intestinal microbial community associated with teleost fish is influenced by a diversity of factors, ranging from internal factors (such as host-specific selection) to external factors (such as niche occupation). These factors are often difficult to separate, as differences in niche occupation (e.g., diet, temperature, or salinity) may correlate with distinct evolutionary trajectories. Here, we investigate four gadoid species with contrasting levels of evolutionary separation and niche occupation. Using metagenomic shotgun sequencing, we observed distinct microbiomes among two Atlantic cod (Gadus morhua) ecotypes (NEAC and NCC) with distinct behavior and habitats. In contrast, interspecific patterns of variation were more variable. For instance, we did not observe interspecific differentiation between the microbiomes of coastal cod (NCC) and Norway pout (Trisopterus esmarkii), whose lineages underwent evolutionary separation over 20 million years ago. The observed pattern of microbiome variation in these gadoid species is therefore most parsimoniously explained by differences in niche occupation. The relative importance of host-specific selection or environmental factors in determining the composition of the intestinal microbiome in wild vertebrates remains poorly understood. Here, we used metagenomic shotgun sequencing of individual specimens to compare the levels of intra- and interspecific variation of intestinal microbiome communities in two ecotypes (NEAC and NCC) of Atlantic cod (Gadus morhua) that have distinct behavior and habitats and three Gadidae species that occupy a range of ecological niches. Interestingly, we found significantly diverged microbiomes among the two Atlantic cod ecotypes. Interspecific patterns of variation are more variable, with significantly diverged communities for most species’ comparisons, apart from the comparison between coastal cod (NCC) and Norway pout (Trisopterus esmarkii), whose community compositions are not significantly diverged. The absence of consistent species-specific microbiomes suggests that external environmental factors, such as temperature, diet, or a combination thereof, comprise major drivers of the intestinal community composition of codfishes. IMPORTANCE The composition of the intestinal microbial community associated with teleost fish is influenced by a diversity of factors, ranging from internal factors (such as host-specific selection) to external factors (such as niche occupation). These factors are often difficult to separate, as differences in niche occupation (e.g., diet, temperature, or salinity) may correlate with distinct evolutionary trajectories. Here, we investigate four gadoid species with contrasting levels of evolutionary separation and niche occupation. Using metagenomic shotgun sequencing, we observed distinct microbiomes among two Atlantic cod (Gadus morhua) ecotypes (NEAC and NCC) with distinct behavior and habitats. In contrast, interspecific patterns of variation were more variable. For instance, we did not observe interspecific differentiation between the microbiomes of coastal cod (NCC) and Norway pout (Trisopterus esmarkii), whose lineages underwent evolutionary separation over 20 million years ago. The observed pattern of microbiome variation in these gadoid species is therefore most parsimoniously explained by differences in niche occupation.
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Kess T, Bentzen P, Lehnert SJ, Sylvester EVA, Lien S, Kent MP, Sinclair‐Waters M, Morris C, Wringe B, Fairweather R, Bradbury IR. Modular chromosome rearrangements reveal parallel and nonparallel adaptation in a marine fish. Ecol Evol 2020; 10:638-653. [PMID: 32015832 PMCID: PMC6988541 DOI: 10.1002/ece3.5828] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Revised: 10/05/2019] [Accepted: 10/10/2019] [Indexed: 01/01/2023] Open
Abstract
Genomic architecture and standing variation can play a key role in ecological adaptation and contribute to the predictability of evolution. In Atlantic cod (Gadus morhua), four large chromosomal rearrangements have been associated with ecological gradients and migratory behavior in regional analyses. However, the degree of parallelism, the extent of independent inheritance, and functional distinctiveness of these rearrangements remain poorly understood. Here, we use a 12K single nucleotide polymorphism (SNP) array to demonstrate extensive individual variation in rearrangement genotype within populations across the species range, suggesting that local adaptation to fine-scale ecological variation is enabled by rearrangements with independent inheritance. Our results demonstrate significant association of rearrangements with migration phenotype and environmental gradients across the species range. Individual rearrangements exhibit functional modularity, but also contain loci showing multiple environmental associations. Clustering in genetic distance trees and reduced differentiation within rearrangements across the species range are consistent with shared variation as a source of contemporary adaptive diversity in Atlantic cod. Conversely, we also find that haplotypes in the LG12 and LG1 rearranged region have diverged across the Atlantic, despite consistent environmental associations. Exchange of these structurally variable genomic regions, as well as local selective pressures, has likely facilitated individual diversity within Atlantic cod stocks. Our results highlight the importance of genomic architecture and standing variation in enabling fine-scale adaptation in marine species.
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Affiliation(s)
- Tony Kess
- Fisheries and Oceans CanadaNorthwest Atlantic Fisheries CentreSt. John'sNLCanada
| | - Paul Bentzen
- Biology DepartmentDalhousie UniversityHalifaxNSCanada
| | - Sarah J. Lehnert
- Fisheries and Oceans CanadaNorthwest Atlantic Fisheries CentreSt. John'sNLCanada
| | - Emma V. A. Sylvester
- Fisheries and Oceans CanadaNorthwest Atlantic Fisheries CentreSt. John'sNLCanada
| | - Sigbjørn Lien
- Department of Animal and Aquacultural SciencesFaculty of BiosciencesCentre for Integrative GeneticsNorwegian University of Life SciencesÅsNorway
| | - Matthew P. Kent
- Department of Animal and Aquacultural SciencesFaculty of BiosciencesCentre for Integrative GeneticsNorwegian University of Life SciencesÅsNorway
| | - Marion Sinclair‐Waters
- Organismal and Evolutionary Biology Research ProgrammeUniversity of HelsinkiHelsinkiFinland
| | - Corey Morris
- Fisheries and Oceans CanadaNorthwest Atlantic Fisheries CentreSt. John'sNLCanada
| | - Brendan Wringe
- Fisheries and Oceans CanadaBedford Institute of OceanographyDartmouthNSCanada
| | | | - Ian R. Bradbury
- Fisheries and Oceans CanadaNorthwest Atlantic Fisheries CentreSt. John'sNLCanada
- Biology DepartmentDalhousie UniversityHalifaxNSCanada
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40
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Clucas GV, Lou RN, Therkildsen NO, Kovach AI. Novel signals of adaptive genetic variation in northwestern Atlantic cod revealed by whole-genome sequencing. Evol Appl 2019; 12:1971-1987. [PMID: 31700539 PMCID: PMC6824067 DOI: 10.1111/eva.12861] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2018] [Revised: 06/14/2019] [Accepted: 07/12/2019] [Indexed: 12/21/2022] Open
Abstract
Selection can create complex patterns of adaptive differentiation among populations in the wild that may be relevant to management. Atlantic cod in the Northwest Atlantic are at a fraction of their historical abundance and a lack of recovery within the Gulf of Maine has created concern regarding the misalignment of fisheries management structures with biological population structure. To address this and investigate genome-wide patterns of variation, we used low-coverage sequencing to perform a region-wide, whole-genome analysis of fine-scale population structure. We sequenced 306 individuals from 20 sampling locations in U.S. and Canadian waters, including the major spawning aggregations in the Gulf of Maine in addition to spawning aggregations from Georges Bank, southern New England, the eastern Scotian Shelf, and St. Pierre Bank. With genotype likelihoods estimated at almost 11 million loci, we found large differences in haplotype frequencies of previously described chromosomal inversions between Canadian and U.S. sampling locations and also among U.S. sampling locations. Our whole-genome resolution also revealed novel outlier peaks, some of which showed significant genetic differentiation among sampling locations. Comparisons between allochronic winter- and spring-spawning populations revealed highly elevated relative (FST ) and absolute (dxy ) genetic differentiation near genes involved in reproduction, particularly genes associated with the brain-pituitary-gonadal axis, which likely control timing of spawning, contributing to prezygotic isolation. We also found genetic differentiation associated with heat shock proteins and other genes of functional relevance, with complex patterns that may point to multifaceted selection pressures and local adaptation among spawning populations. We provide a high-resolution picture of U.S. Atlantic cod population structure, revealing greater complexity than is currently recognized in management. Our genome-scan approach likely underestimates the full suite of adaptive differentiation among sampling locations. Nevertheless, it should inform the revision of stock boundaries to preserve adaptive genetic diversity and evolutionary potential of cod populations.
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Affiliation(s)
- Gemma V. Clucas
- Natural Resources and the EnvironmentUniversity of New HampshireDurhamNHUSA
| | - R. Nicolas Lou
- Department of Natural ResourcesCornell UniversityIthacaNYUSA
| | | | - Adrienne I. Kovach
- Natural Resources and the EnvironmentUniversity of New HampshireDurhamNHUSA
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41
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Rodríguez-Ramilo ST, Baranski M, Moghadam H, Grove H, Lien S, Goddard ME, Meuwissen THE, Sonesson AK. Strong selection pressures maintain divergence on genomic islands in Atlantic cod (Gadus morhua L.) populations. Genet Sel Evol 2019; 51:61. [PMID: 31664896 PMCID: PMC6819574 DOI: 10.1186/s12711-019-0503-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2018] [Accepted: 10/16/2019] [Indexed: 11/15/2022] Open
Abstract
Background Two distinct populations have been extensively studied in Atlantic cod (Gadus morhua L.): the Northeast Arctic cod (NEAC) population and the coastal cod (CC) population. The objectives of the current study were to identify genomic islands of divergence and to propose an approach to quantify the strength of selection pressures using whole-genome single nucleotide polymorphism (SNP) data. After applying filtering criteria, information on 93 animals (9 CC individuals, 50 NEAC animals and 34 CC × NEAC crossbred individuals) and 3,123,434 autosomal SNPs were used. Results Four genomic islands of divergence were identified on chromosomes 1, 2, 7 and 12, which were mapped accurately based on SNP data and which extended in size from 11 to 18 Mb. These regions differed considerably between the two populations although the differences in the rest of the genome were small due to considerable gene flow between the populations. The estimates of selection pressures showed that natural selection was substantially more important than genetic drift in shaping these genomic islands. Our data confirmed results from earlier publications that suggested that genomic islands are due to chromosomal rearrangements that are under strong selection and reduce recombination between rearranged and non-rearranged segments. Conclusions Our findings further support the hypothesis that selection and reduced recombination in genomic islands may promote speciation between these two populations although their habitats overlap considerably and migrations occur between them.
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Affiliation(s)
- Silvia T Rodríguez-Ramilo
- GenPhySE, INRA, 24 Chemin de Borde Rouge, 31326, Castanet-Tolosan, France. .,Departamento de Mejora Genética Animal, INIA, Crta. A Coruña Km. 7,5, Madrid, 28040, Spain.
| | - Matthew Baranski
- NOFIMA Marine, Osloveien 1, Ås, 1430, Norway.,Mowi ASA, Sandviksboder 77AB, Bergen, 5035, Norway
| | - Hooman Moghadam
- NOFIMA Marine, Osloveien 1, Ås, 1430, Norway.,Salmobreed, Sandviksboder 3A, Bergen, 5035, Norway
| | - Harald Grove
- Centre for Integrative Genetics, Department of Animal and Aquacultural Sciences, Faculty of Biosciences, Norwegian University of Life Sciences, Arboretveien 6, Ås, 1430, Norway
| | - Sigbjørn Lien
- Centre for Integrative Genetics, Department of Animal and Aquacultural Sciences, Faculty of Biosciences, Norwegian University of Life Sciences, Arboretveien 6, Ås, 1430, Norway
| | - Mike E Goddard
- Biosciences Research Division, Department of Economic Development, Jobs, Transport and Resources, Bundoora, VIC, 3083, Australia.,Faculty of Veterinary and Agricultural Science, University of Melbourne, Parkville, VIC, 3010, Australia
| | - Theo H E Meuwissen
- Department of Animal and Aquacultural Sciences, Norwegian University of Life Sciences, Arboretveien 6, Ås, 1430, Norway
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Duranton M, Bonhomme F, Gagnaire P. The spatial scale of dispersal revealed by admixture tracts. Evol Appl 2019; 12:1743-1756. [PMID: 31548854 PMCID: PMC6752141 DOI: 10.1111/eva.12829] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2018] [Accepted: 05/28/2019] [Indexed: 12/11/2022] Open
Abstract
Evaluating species dispersal across the landscape is essential to design appropriate management and conservation actions. However, technical difficulties often preclude direct measures of individual movement, while indirect genetic approaches rely on assumptions that sometimes limit their application. Here, we show that the temporal decay of admixture tracts lengths can be used to assess genetic connectivity within a population introgressed by foreign haplotypes. We present a proof-of-concept approach based on local ancestry inference in a high gene flow marine fish species, the European sea bass (Dicentrarchus labrax). Genetic admixture in the contact zone between Atlantic and Mediterranean sea bass lineages allows the introgression of Atlantic haplotype tracts within the Mediterranean Sea. Once introgressed, blocks of foreign ancestry are progressively eroded by recombination as they diffuse from the western to the eastern Mediterranean basin, providing a means to estimate dispersal. By comparing the length distributions of Atlantic tracts between two Mediterranean populations located at different distances from the contact zone, we estimated the average per-generation dispersal distance within the Mediterranean lineage to less than 50 km. Using simulations, we showed that this approach is robust to a range of demographic histories and sample sizes. Our results thus support that the length of admixture tracts can be used together with a recombination clock to estimate genetic connectivity in species for which the neutral migration-drift balance is not informative or simply does not exist.
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Affiliation(s)
- Maud Duranton
- ISEM, Univ Montpellier, CNRS, EPHE, IRDMontpellierFrance
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43
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Refoyo-Martínez A, da Fonseca RR, Halldórsdóttir K, Árnason E, Mailund T, Racimo F. Identifying loci under positive selection in complex population histories. Genome Res 2019; 29:1506-1520. [PMID: 31362936 PMCID: PMC6724678 DOI: 10.1101/gr.246777.118] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2018] [Accepted: 07/23/2019] [Indexed: 12/24/2022]
Abstract
Detailed modeling of a species' history is of prime importance for understanding how natural selection operates over time. Most methods designed to detect positive selection along sequenced genomes, however, use simplified representations of past histories as null models of genetic drift. Here, we present the first method that can detect signatures of strong local adaptation across the genome using arbitrarily complex admixture graphs, which are typically used to describe the history of past divergence and admixture events among any number of populations. The method-called graph-aware retrieval of selective sweeps (GRoSS)-has good power to detect loci in the genome with strong evidence for past selective sweeps and can also identify which branch of the graph was most affected by the sweep. As evidence of its utility, we apply the method to bovine, codfish, and human population genomic data containing panels of multiple populations related in complex ways. We find new candidate genes for important adaptive functions, including immunity and metabolism in understudied human populations, as well as muscle mass, milk production, and tameness in specific bovine breeds. We are also able to pinpoint the emergence of large regions of differentiation owing to inversions in the history of Atlantic codfish.
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Affiliation(s)
- Alba Refoyo-Martínez
- Lundbeck GeoGenetics Centre, The Globe Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen 1350, Denmark
| | - Rute R da Fonseca
- Centre for Macroecology, Evolution and Climate, The Globe Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Copehnagen 2100, Denmark
| | - Katrín Halldórsdóttir
- Faculty of Life and Environmental Sciences, University of Iceland, Reykjavík 107, Iceland
| | - Einar Árnason
- Faculty of Life and Environmental Sciences, University of Iceland, Reykjavík 107, Iceland
- Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, Massachusetts 02138, USA
| | - Thomas Mailund
- Bioinformatics Research Centre, Aarhus University, Aarhus 8000, Denmark
| | - Fernando Racimo
- Lundbeck GeoGenetics Centre, The Globe Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen 1350, Denmark
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44
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Weist P, Schade FM, Damerau M, Barth JMI, Dierking J, André C, Petereit C, Reusch T, Jentoft S, Hanel R, Krumme U. Assessing SNP-markers to study population mixing and ecological adaptation in Baltic cod. PLoS One 2019; 14:e0218127. [PMID: 31220098 PMCID: PMC6586271 DOI: 10.1371/journal.pone.0218127] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2019] [Accepted: 05/27/2019] [Indexed: 02/01/2023] Open
Abstract
Atlantic cod (Gadus morhua) is a species of great ecological and economical importance in the Baltic Sea. Here, two genetically differentiated stocks, the western and the eastern Baltic cod, display substantial mechanical mixing, hampering our understanding of cod ecology and impeding stock assessments and management. Based on whole-genome re-sequencing data from reference samples obtained from the study area, we designed two different panels of Single Nucleotide Polymorphisms markers (SNPs), which take into account the exceptional genome architecture of cod. A minimum panel of 20 diagnostic SNPs and an extended panel (20 diagnostic and 18 biologically informative SNPs, 38 in total) were developed and validated to distinguish unambiguously between the western and the eastern Baltic cod stocks and to enable studies of local adaptation to the specific environment in the Baltic Sea, respectively. We tested both panels on cod sampled from the southern Baltic Sea (n = 603) caught in 2015 and 2016. Genotyping results showed that catches from the mixing zone in the Arkona Sea, were composed of similar proportions of individuals of the western and the eastern stock. Catches from adjacent areas to the east, the Bornholm Basin and Gdańsk Deep, were exclusively composed of eastern Baltic cod, whereas catches from adjacent western areas (Belt Sea and Öresund) were composed of western Baltic cod. Interestingly, the two Baltic cod stocks showed strong genetic differences at loci associated with life-history trait candidate genes, highlighting the species’ potential for ecological adaptation even at small geographical scales. The minimum and the extended panel of SNP markers presented in this study provide powerful tools for future applications in research and fisheries management to further illuminate the mixing dynamics of cod in the Baltic Sea and to better understand Baltic cod ecology.
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Affiliation(s)
- Peggy Weist
- Thünen-Institute of Fisheries Ecology, Bremerhaven, Germany
- * E-mail:
| | | | - Malte Damerau
- Thünen-Institute of Fisheries Ecology, Bremerhaven, Germany
| | - Julia M. I. Barth
- Zoological Institute, University of Basel, Basel, Switzerland
- Centre for Ecological and Evolutionary Synthesis, Department of Biosciences, University of Oslo, Oslo, Norway
| | - Jan Dierking
- GEOMAR Helmholtz Centre for Ocean Research, Kiel, Germany
| | - Carl André
- Department of Marine Sciences-Tjärnö, University of Gothenburg, Strömstad, Sweden
| | | | | | - Sissel Jentoft
- Centre for Ecological and Evolutionary Synthesis, Department of Biosciences, University of Oslo, Oslo, Norway
| | - Reinhold Hanel
- Thünen-Institute of Fisheries Ecology, Bremerhaven, Germany
| | - Uwe Krumme
- Thünen-Institute of Baltic Sea Fisheries, Rostock, Germany
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45
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Kess T, Bentzen P, Lehnert SJ, Sylvester EVA, Lien S, Kent MP, Sinclair-Waters M, Morris CJ, Regular P, Fairweather R, Bradbury IR. A migration-associated supergene reveals loss of biocomplexity in Atlantic cod. SCIENCE ADVANCES 2019; 5:eaav2461. [PMID: 31249864 PMCID: PMC6594766 DOI: 10.1126/sciadv.aav2461] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/28/2018] [Accepted: 05/16/2019] [Indexed: 06/09/2023]
Abstract
Chromosome structural variation may underpin ecologically important intraspecific diversity by reducing recombination within supergenes containing linked, coadapted alleles. Here, we confirm that an ancient chromosomal rearrangement is strongly associated with migratory phenotype and individual genetic structure in Atlantic cod (Gadus morhua) across the Northwest Atlantic. We reconstruct trends in effective population size over the last century and reveal declines in effective population size matching onset of industrialized harvest (after 1950). We find different demographic trajectories between individuals homozygous for the chromosomal rearrangement relative to heterozygous or homozygous individuals for the noninverted haplotype, suggesting different selective histories across the past 150 years. These results illustrate how chromosomal structural diversity can mediate fine-scale genetic, phenotypic, and demographic variation in a highly connected marine species and show how overfishing may have led to loss of biocomplexity within Northern cod stock.
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Affiliation(s)
- Tony Kess
- Fisheries and Oceans Canada, Northwest Atlantic Fisheries Centre, St. John’s, Newfoundland, Canada
| | - Paul Bentzen
- Biology Department, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Sarah J. Lehnert
- Fisheries and Oceans Canada, Northwest Atlantic Fisheries Centre, St. John’s, Newfoundland, Canada
| | - Emma V. A. Sylvester
- Fisheries and Oceans Canada, Northwest Atlantic Fisheries Centre, St. John’s, Newfoundland, Canada
| | - Sigbjørn Lien
- Centre for Integrative Genetics, Department of Animal and Aquacultural Sciences, Faculty of Biosciences, Norwegian University of Life Sciences, Ås, Norway
| | - Matthew P. Kent
- Centre for Integrative Genetics, Department of Animal and Aquacultural Sciences, Faculty of Biosciences, Norwegian University of Life Sciences, Ås, Norway
| | - Marion Sinclair-Waters
- Organismal and Evolutionary Biology Research Programme, University of Helsinki, Helsinki, Finland
| | - Corey J. Morris
- Fisheries and Oceans Canada, Northwest Atlantic Fisheries Centre, St. John’s, Newfoundland, Canada
| | - Paul Regular
- Fisheries and Oceans Canada, Northwest Atlantic Fisheries Centre, St. John’s, Newfoundland, Canada
| | | | - Ian R. Bradbury
- Fisheries and Oceans Canada, Northwest Atlantic Fisheries Centre, St. John’s, Newfoundland, Canada
- Biology Department, Dalhousie University, Halifax, Nova Scotia, Canada
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46
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Clucas GV, Kerr LA, Cadrin SX, Zemeckis DR, Sherwood GD, Goethel D, Whitener Z, Kovach A. Adaptive genetic variation underlies biocomplexity of Atlantic Cod in the Gulf of Maine and on Georges Bank. PLoS One 2019; 14:e0216992. [PMID: 31125344 PMCID: PMC6534298 DOI: 10.1371/journal.pone.0216992] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2018] [Accepted: 05/02/2019] [Indexed: 12/15/2022] Open
Abstract
Atlantic cod (Gadus morhua) populations in the Gulf of Maine (GoM) are at a fraction of their historical abundance, creating economic hardships for fishermen and putting at risk the genetic diversity of the remaining populations. An understanding of the biocomplexity among GoM populations will allow for adaptive genetic diversity to be conserved to maximize the evolutionary potential and resilience of the fishery in a rapidly changing environment. We used restriction-site-associated DNA sequencing (RADseq) to characterize the population structure and adaptive genetic diversity of five spawning aggregations from the western GoM and Georges Bank. We also analyzed cod caught in the eastern GoM, an under-sampled area where spawning aggregations have been extirpated. Using 3,128 single nucleotide polymorphisms (SNPs), we confirmed the existence of three genetically separable spawning groups: (1) winter spawning cod from the western GoM, (2) spring spawning cod, also from the western GoM, and (3) Georges Bank cod. Non-spawning cod from the eastern GoM could not be decisively linked to either of the three spawning groups and may represent a unique component of the resource, a mixed sample, or cod from other unsampled source populations. The genetic differentiation among the three major spawning groups was primarily driven by loci putatively under selection, particularly loci in regions known to contain genomic inversions on linkage groups (LG) 7 and 12. These LGs have been found to be linked to thermal regime in cod across the Atlantic, and so it is possible that variation in timing of spawning in western GoM cod has resulted in temperature-driven adaptive divergence. This complex population structure and adaptive genetic differentiation could be crucial to ensuring the long-term productivity and resilience of the cod fishery, and so it should be considered in future management plans.
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Affiliation(s)
- G. V. Clucas
- Department of Natural Resources, University of New Hampshire, Durham, NH, United States of America
| | - L. A. Kerr
- Gulf of Maine Research Institute, Portland, ME, United States of America
| | - S. X. Cadrin
- School for Marine Science & Technology, University of Massachusetts Dartmouth, New Bedford, MA, United States of America
| | - D. R. Zemeckis
- Department of Agriculture and Natural Resources, Rutgers University, Toms River, NJ, United States of America
| | - G. D. Sherwood
- Gulf of Maine Research Institute, Portland, ME, United States of America
| | - D. Goethel
- F/V Ellen Diane, Hampton, NH, United States of America
| | - Z. Whitener
- Gulf of Maine Research Institute, Portland, ME, United States of America
| | - A.I. Kovach
- Department of Natural Resources, University of New Hampshire, Durham, NH, United States of America
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47
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Arostegui MC, Quinn TP, Seeb LW, Seeb JE, McKinney GJ. Retention of a chromosomal inversion from an anadromous ancestor provides the genetic basis for alternative freshwater ecotypes in rainbow trout. Mol Ecol 2019; 28:1412-1427. [DOI: 10.1111/mec.15037] [Citation(s) in RCA: 48] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2018] [Revised: 01/18/2019] [Accepted: 01/28/2019] [Indexed: 12/20/2022]
Affiliation(s)
- Martin C. Arostegui
- School of Aquatic and Fishery Sciences University of Washington Seattle Washington
| | - Thomas P. Quinn
- School of Aquatic and Fishery Sciences University of Washington Seattle Washington
| | - Lisa W. Seeb
- School of Aquatic and Fishery Sciences University of Washington Seattle Washington
| | - James E. Seeb
- School of Aquatic and Fishery Sciences University of Washington Seattle Washington
| | - Garrett J. McKinney
- School of Aquatic and Fishery Sciences University of Washington Seattle Washington
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48
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Lamichhaney S, Andersson L. A comparison of the association between large haplotype blocks under selection and the presence/absence of inversions. Ecol Evol 2019; 9:4888-4896. [PMID: 31031951 PMCID: PMC6476765 DOI: 10.1002/ece3.5094] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Revised: 02/26/2019] [Accepted: 03/04/2019] [Indexed: 12/31/2022] Open
Abstract
Inversions may contribute to ecological adaptation and phenotypic diversity, and with the advent of "second" and "third" generation sequencing technologies, the ability to detect inversion polymorphisms has been enhanced dramatically. A key molecular consequence of an inversion is the suppression of recombination allowing independent accumulation of genetic changes between alleles over time. This may lead to the development of divergent haplotype blocks maintained by balancing selection. Thus, divergent haplotype blocks are often considered as indicating the presence of an inversion. In this paper, we first review the features of a 7.7 Mb inversion causing the Rose-comb phenotype in chicken, as a model for how inversions evolve and directly affect phenotypes. Second, we compare the genetic basis for alternative mating strategies in ruff and timing of reproduction in Atlantic herring, both associated with divergent haplotype blocks. Alternative male mating strategies in ruff are associated with a 4.5 Mb inversion that occurred about 4 million years ago. In fact, the ruff inversion shares some striking features with the Rose-comb inversion such as disruption of a gene at one of the inversion breakpoints and generation of a new allele by recombination between the inverted and noninverted alleles. In contrast, inversions do not appear to be a major reason for the fairly large haplotype blocks (range 10-200 kb) associated with ecological adaptation in the herring. Thus, it is important to note that divergent haplotypes may also be maintained by natural selection in the absence of structural variation.
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Affiliation(s)
- Sangeet Lamichhaney
- Department of Organismic and Evolutionary Biology and Museum of Comparative ZoologyHarvard UniversityCambridgeMassachusetts
| | - Leif Andersson
- Department of Medical Biochemistry and MicrobiologyUppsala UniversityUppsalaSweden
- Department of Veterinary Integrative BiosciencesTexas A&M UniversityCollege StationTexas
- Department of Animal Breeding and GeneticsSwedish University of Agricultural SciencesUppsalaSweden
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49
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Barth JMI, Villegas-Ríos D, Freitas C, Moland E, Star B, André C, Knutsen H, Bradbury I, Dierking J, Petereit C, Righton D, Metcalfe J, Jakobsen KS, Olsen EM, Jentoft S. Disentangling structural genomic and behavioural barriers in a sea of connectivity. Mol Ecol 2019; 28:1394-1411. [PMID: 30633410 PMCID: PMC6518941 DOI: 10.1111/mec.15010] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2018] [Revised: 12/21/2018] [Accepted: 12/27/2018] [Indexed: 12/17/2022]
Abstract
Genetic divergence among populations arises through natural selection or drift and is counteracted by connectivity and gene flow. In sympatric populations, isolating mechanisms are thus needed to limit the homogenizing effects of gene flow to allow for adaptation and speciation. Chromosomal inversions act as an important mechanism maintaining isolating barriers, yet their role in sympatric populations and divergence with gene flow is not entirely understood. Here, we revisit the question of whether inversions play a role in the divergence of connected populations of the marine fish Atlantic cod (Gadus morhua), by exploring a unique data set combining whole‐genome sequencing data and behavioural data obtained with acoustic telemetry. Within a confined fjord environment, we find three genetically differentiated Atlantic cod types belonging to the oceanic North Sea population, the western Baltic population and a local fjord‐type cod. Continuous behavioural tracking over 4 year revealed temporally stable sympatry of these types within the fjord. Despite overall weak genetic differentiation consistent with high levels of gene flow, we detected significant frequency shifts of three previously identified inversions, indicating an adaptive barrier to gene flow. In addition, behavioural data indicated that North Sea cod and individuals homozygous for the LG12 inversion had lower fitness in the fjord environment. However, North Sea and fjord‐type cod also occupy different depths, possibly contributing to prezygotic reproductive isolation and representing a behavioural barrier to gene flow. Our results provide the first insights into a complex interplay of genomic and behavioural isolating barriers in Atlantic cod and establish a new model system towards an understanding of the role of genomic structural variants in adaptation and diversification.
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Affiliation(s)
- Julia M I Barth
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of Biosciences, University of Oslo, Oslo, Norway.,Zoological Institute, University of Basel, Basel, Switzerland
| | - David Villegas-Ríos
- Department of Ecology and Marine Resources, Mediterranean Institute for Advanced Studies, IMEDEA CSIC-UIB, Esporles, Spain.,Department of Ecology and Marine Resources, Institute of Marine Research, (IIM CSIC), Vigo, Spain
| | - Carla Freitas
- Institute for Marine Research, Flødevigen, Norway.,Centre for Coastal Research, University of Agder, Agder, Norway.,Oceanic Observatory of Madeira, Funchal, Portugal
| | - Even Moland
- Institute for Marine Research, Flødevigen, Norway.,Centre for Coastal Research, University of Agder, Agder, Norway
| | - Bastiaan Star
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of Biosciences, University of Oslo, Oslo, Norway
| | - Carl André
- Department of Marine Sciences - Tjärnö, University of Gothenburg, Gothenburg, Sweden
| | - Halvor Knutsen
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of Biosciences, University of Oslo, Oslo, Norway.,Institute for Marine Research, Flødevigen, Norway.,Centre for Coastal Research, University of Agder, Agder, Norway
| | - Ian Bradbury
- Science Branch, Fisheries and Oceans Canada, St. John's, Newfoundland and Labrador, Canada
| | - Jan Dierking
- GEOMAR Helmholtz Centre for Ocean Research, Kiel, Germany
| | | | - David Righton
- Centre for Environment, Fisheries and Aquaculture Science (CEFAS), Lowestoft, UK
| | - Julian Metcalfe
- Centre for Environment, Fisheries and Aquaculture Science (CEFAS), Lowestoft, UK
| | - Kjetill S Jakobsen
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of Biosciences, University of Oslo, Oslo, Norway
| | - Esben M Olsen
- Institute for Marine Research, Flødevigen, Norway.,Centre for Coastal Research, University of Agder, Agder, Norway
| | - Sissel Jentoft
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of Biosciences, University of Oslo, Oslo, Norway
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50
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Langangen Ø, Färber L, Stige LC, Diekert FK, Barth JMI, Matschiner M, Berg PR, Star B, Stenseth NC, Jentoft S, Durant JM. Ticket to spawn: Combining economic and genetic data to evaluate the effect of climate and demographic structure on spawning distribution in Atlantic cod. GLOBAL CHANGE BIOLOGY 2019; 25:134-143. [PMID: 30300937 PMCID: PMC7379705 DOI: 10.1111/gcb.14474] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/12/2018] [Accepted: 09/05/2018] [Indexed: 05/15/2023]
Abstract
Climate warming and harvesting affect the dynamics of species across the globe through a multitude of mechanisms, including distribution changes. In fish, migrations to and distribution on spawning grounds are likely influenced by both climate warming and harvesting. The Northeast Arctic (NEA) cod (Gadus morhua) performs seasonal migrations from its feeding grounds in the Barents Sea to spawning grounds along the Norwegian coast. The distribution of cod between the spawning grounds has historically changed at decadal scales, mainly due to variable use of the northern and southern margins of the spawning area. Based on historical landing records, two major hypotheses have been put forward to explain these changes: climate and harvesting. Climate could affect the distribution through, for example, spatial habitat shifts. Harvesting could affect the distribution through impacting the demographic structure. If demographic structure is important, theory predicts increasing spawner size with migration distance. Here, we evaluate these hypotheses with modern data from a period (2000-2016) of increasing temperature and recovering stock structure. We first analyze economic data from the Norwegian fisheries to investigate geographical differences in size of spawning fish among spawning grounds, as well as interannual differences in mean latitude of spawning in relation to changes in temperature and demographic parameters. Second, we analyze genetically determined fish sampled at the spawning grounds to unambiguously separate between migratory NEA cod and potentially smaller sized coastal cod of local origin. Our results indicate smaller spawners farther away from the feeding grounds, hence not supporting the hypothesis that harvesting is a main driver for the contemporary spawning ground distribution. We find a positive correlation between annual mean spawning latitude and temperature. In conclusion, based on contemporary data, there is more support for climate compared to harvesting in shaping spawning ground distribution in this major fish stock in the North Atlantic Ocean.
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Affiliation(s)
- Øystein Langangen
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of BiosciencesUniversity of OsloOsloNorway
| | - Leonie Färber
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of BiosciencesUniversity of OsloOsloNorway
| | - Leif C. Stige
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of BiosciencesUniversity of OsloOsloNorway
| | - Florian K. Diekert
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of BiosciencesUniversity of OsloOsloNorway
- Department of EconomicsHeidelberg UniversityHeidelbergGermany
| | - Julia M. I. Barth
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of BiosciencesUniversity of OsloOsloNorway
| | - Michael Matschiner
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of BiosciencesUniversity of OsloOsloNorway
- Zoological InstituteUniversity of BaselBaselSwitzerland
| | - Paul R. Berg
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of BiosciencesUniversity of OsloOsloNorway
- Centre for Coastal Research (CCR), Department of Natural SciencesUniversity of AgderKristiansandNorway
| | - Bastiaan Star
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of BiosciencesUniversity of OsloOsloNorway
| | - Nils Chr. Stenseth
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of BiosciencesUniversity of OsloOsloNorway
- Centre for Coastal Research (CCR), Department of Natural SciencesUniversity of AgderKristiansandNorway
| | - Sissel Jentoft
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of BiosciencesUniversity of OsloOsloNorway
| | - Joël M. Durant
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of BiosciencesUniversity of OsloOsloNorway
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